#and the server is using async functions
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bf-rally · 6 months ago
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i have to use hooks dont i
I'm having the hardest time figuring out how to pass an array to a different page....
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digitaldetoxworld · 2 months ago
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Web to Mobile: Building Seamless Apps with .NET"
 .NET is a effective, flexible, and open-supply developer platform created with the aid of Microsoft. It enables the creation of a huge range of applications—from computing device to cellular, net, cloud, gaming, and IoT. Over the years, .NET has evolved substantially and has become one of the maximum extensively used frameworks inside the software improvement enterprise.
Dot Net Programming Language
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A Brief History of .NET
The .NET Framework become first delivered through Microsoft in the early 2000s. The original cause turned into to offer a steady item-oriented programming surroundings regardless of whether code became stored and finished locally, remotely, or via the internet.
Over time, Microsoft developed .NET right into a cross-platform, open-supply framework. In 2016, Microsoft launched .NET Core, a modular, high-performance, cross-platform implementation of .NET. In 2020, the company unified all its .NET technologies beneath one umbrella with the discharge of .NET five, and later persisted with .NET 6, .NET 7, and past.
Today, the unified platform is actually called .NET, and it allows builders to build apps for Windows, macOS, Linux, iOS, Android, and greater using a single codebase.
Key Features of .NET
1. Cross-Platform Development
One of the maximum tremendous features of present day .NET (publish .NET Core) is its ability to run on a couple of platforms. Developers can construct and deploy apps on Windows, Linux, and macOS with out enhancing their codebases.
2. Multiple Language Support
.NET supports numerous programming languages, together with:
C# – the maximum extensively used language in .NET development
F# – a purposeful-first programming language
Visual Basic – an smooth-to-analyze language, regularly used in legacy programs
This multilingual capability allows developers to pick out the nice language for their precise use cases.
3. Extensive Library and Framework Support
.NET offers a comprehensive base magnificence library (BCL) and framework libraries that aid the whole lot from record studying/writing to XML manipulation, statistics get entry to, cryptography, and extra.
Four. ASP.NET for Web Development
ASP.NET is a part of the .NET platform specially designed for net improvement. ASP.NET Core, the cross-platform model, permits builders to build scalable internet APIs, dynamic web sites, and actual-time packages the usage of technology like SignalR.
5. Rich Development Environment
.NET integrates seamlessly with Visual Studio, one of the most function-wealthy integrated development environments (IDEs) available. Visual Studio offers capabilities together with IntelliSense, debugging tools, challenge templates, and code refactoring.
6. Performance and Scalability
.NET is thought for high performance and scalability, especially with its guide for asynchronous programming using async/wait for and its Just-In-Time (JIT) compilation.
7. Secure and Reliable
.NET presents sturdy safety features, including code get entry to security, role-based protection, and cryptography training. It also handles reminiscence management thru rubbish series, minimizing reminiscence leaks.
Common Applications Built with .NET
1. Web Applications
With ASP.NET Core, builders can create cutting-edge, scalable internet programs and RESTful APIs. Razor Pages and Blazor are technology within ASP.NET Core that help server-facet and purchaser-facet rendering.
2. Desktop Applications
Using Windows Forms or Windows Presentation Foundation (WPF), builders can build conventional computing device applications. .NET MAUI (Multi-platform App UI) now extends this functionality to move-platform computer and cellular programs.
3. Mobile Applications
Through Xamarin (now incorporated into .NET MAUI), developers can create native mobile applications for Android and iOS the usage of C#.
4. Cloud-Based Applications
.NET is nicely-acceptable for cloud development, in particular with Microsoft Azure. Developers can build cloud-local apps, serverless capabilities, and containerized microservices the usage of Docker and Kubernetes.
5. IoT Applications
.NET helps Internet of Things (IoT) development, allowing builders to construct applications that engage with sensors and gadgets.
6. Games
With the Unity sport engine, which helps C#, developers can use .NET languages to create 2D, three-D, AR, and VR games.
Components of .NET
1. .NET SDK
The Software Development Kit includes everything had to build and run .NET packages: compilers, libraries, and command-line tools.
2. CLR (Common Language Runtime)
It handles reminiscence control, exception managing, and rubbish collection.
Three. BCL (Base Class Library)
The BCL offers center functionalities including collections, record I/O, records kinds, and extra.
4. NuGet
NuGet is the package manager for .NET. It lets in builders to install, manage, and share libraries without problems.
Modern .NET Versions
.NET five (2020): Unified the .NET platform (Core + Framework)
.NET 7 (2022): Further overall performance enhancements and more desirable APIs
.NET 8 (2023): Continued attention on cloud-native, cellular, and web improvement
Advantages of Using .NET
Cross-platform assist – construct as soon as, run everywhere
Large developer network – widespread sources, libraries, and frameworks
Robust tooling – especially with Visual Studio and JetBrains Rider
Active improvement – backed by using Microsoft and open-source community
Challenges and Considerations
Learning curve – particularly for beginners due to its giant atmosphere
Legacy framework – older .NET Framework tasks aren't like minded with .NET Core or more recent variations without migration
Platform differences – sure APIs or libraries might also behave in a different way throughout operating systems
Getting Started with .NET
To begin growing with .NET:
Install the .NET SDK from the legitimate .NET internet site.
Create a new project: Use the dotnet new command or Visual Studio templates.
Write code: Develop your logic the usage of C#, F#, or VB.NET.
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this-week-in-rust · 6 months ago
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This Week in Rust 582
Hello and welcome to another issue of This Week in Rust! Rust is a programming language empowering everyone to build reliable and efficient software. This is a weekly summary of its progress and community. Want something mentioned? Tag us at @ThisWeekInRust on X (formerly Twitter) or @ThisWeekinRust on mastodon.social, or send us a pull request. Want to get involved? We love contributions.
This Week in Rust is openly developed on GitHub and archives can be viewed at this-week-in-rust.org. If you find any errors in this week's issue, please submit a PR.
Want TWIR in your inbox? Subscribe here.
Updates from Rust Community
Official
Announcing Rust 1.84.0
This Month in Our Test Infra: December 2024
Foundation
Announcing Rust Global 2025: London
Newsletters
This Month in Rust OSDev: December 2024
Rust Trends Issue #57
Project/Tooling Updates
cargo.nvim - A Neovim plugin for Rust's Cargo commands
Context-Generic Programming Updates: v0.3.0 Release and New Chapters
The RTen machine learning runtime - a 2024 retrospective
Observations/Thoughts
The gen auto-trait problem
Async Rust is about concurrency, not (just) performance
The Emotional Appeal of Rust
[audio] Brave with Anton Lazarev
[audio] Lychee with Matthias Endler
Rust Walkthroughs
Creating an embedded device driver in Rust
Const Evaluation in Rust For Hex Strings Validation
Concurrent and parallel future execution in Rust
[video] Intro to Embassy: embedded development with async Rust
[video] Comprehending Proc Macros
[video] CppCon - C++/Rust Interop: Using Bridges in Practice
Miscellaneous
December 2024 Rust Jobs Report
Tracing Large Memory Allocations in Rust with BPFtrace
On LLMs and Code Optimization
Nand2Tetris - Project 7 (VM Translator Part 1)
Crate of the Week
This week's crate is vidyut, a Sanskrit toolkit containing functionality about meter, segmentation, inflections, etc.
Thanks to Arun Prasad for the self-suggestion!
Please submit your suggestions and votes for next week!
Calls for Testing
An important step for RFC implementation is for people to experiment with the implementation and give feedback, especially before stabilization. The following RFCs would benefit from user testing before moving forward:
RFCs
No calls for testing were issued this week.
Rust
Tracking issue for RFC 3695: Allow boolean literals as cfg predicates
Testing steps
Rustup
No calls for testing were issued this week.
If you are a feature implementer and would like your RFC to appear on the above list, add the new call-for-testing label to your RFC along with a comment providing testing instructions and/or guidance on which aspect(s) of the feature need testing.
RFCs
Rust
Rustup
If you are a feature implementer and would like your RFC to appear on the above list, add the new call-for-testing label to your RFC along with a comment providing testing instructions and/or guidance on which aspect(s) of the feature need testing.
Call for Participation; projects and speakers
CFP - Projects
Always wanted to contribute to open-source projects but did not know where to start? Every week we highlight some tasks from the Rust community for you to pick and get started!
Some of these tasks may also have mentors available, visit the task page for more information.
rama - see if improvements can/have-to be made to rama's http open telemetry layer support
rama – add rama to TechEmpower's FrameworkBenchmark
rama – add rama server benchmark to sharkbench
If you are a Rust project owner and are looking for contributors, please submit tasks here or through a PR to TWiR or by reaching out on X (formerly Twitter) or Mastodon!
CFP - Events
Are you a new or experienced speaker looking for a place to share something cool? This section highlights events that are being planned and are accepting submissions to join their event as a speaker.
Rust Week (Rust NL) | Closes on 2024-01-19 | Utrecht, NL | Event on 2025-05-13 & 2025-05-14
Rust Summit | Rolling deadline | Belgrade, RS | Event on 2025-06-07
If you are an event organizer hoping to expand the reach of your event, please submit a link to the website through a PR to TWiR or by reaching out on X (formerly Twitter) or Mastodon!
Updates from the Rust Project
469 pull requests were merged in the last week
add new {x86_64,i686}-win7-windows-gnu targets
arm: add unstable soft-float target feature
-Zrandomize-layout harder. Foo<T> != Foo<U>
best_blame_constraint: Blame better constraints when the region graph has cycles from invariance or 'static
mir_transform: implement #[rustc_force_inline]
run_make_support: add #![warn(unreachable_pub)]
account for identity substituted items in symbol mangling
add -Zmin-function-alignment
add default_field_values entry to unstable book
add a list of symbols for stable standard library crates
add an InstSimplify for repetitive array expressions
add inherent versions of MaybeUninit methods for slices
add missing provenance APIs on NonNull
assert that Instance::try_resolve is only used on body-like things
avoid ICE: Account for for<'a> types when checking for non-structural type in constant as pattern
avoid replacing the definition of CURRENT_RUSTC_VERSION
cleanup suggest_binding_for_closure_capture_self diag in borrowck
condvar: implement wait_timeout for targets without threads
convert typeck constraints in location-sensitive polonius
depth limit const eval query
detect mut arg: &Ty meant to be arg: &mut Ty and provide structured suggestion
do not ICE when encountering predicates from other items in method error reporting
eagerly collect mono items for non-generic closures
ensure that we don't try to access fields on a non-struct pattern type
exhaustively handle expressions in patterns
fix ICE with references to infinite structs in consts
fix cycle error only occurring with -Zdump-mir
fix handling of ZST in win64 ABI on windows-msvc targets
implement const Destruct in old solver
lower Guard Patterns to HIR
make (unstable API) UniqueRc invariant for soundness
make MIR cleanup for functions with impossible predicates into a real MIR pass
make lit_to_mir_constant and lit_to_const infallible
normalize each signature input/output in typeck_with_fallback with its own span
remove a bunch of diagnostic stashing that doesn't do anything
remove allocations from case-insensitive comparison to keywords
remove special-casing for argument patterns in MIR typeck (attempt to fix perf regression of #133858)
reserve x18 register for aarch64 wrs vxworks target
rm unnecessary OpaqueTypeDecl wrapper
suggest Replacing Comma with Semicolon in Incorrect Repeat Expressions
support target specific optimized-compiler-builtins
unify conditional-const error reporting with non-const error reporting
use a post-monomorphization typing env when mangling components that come from impls
use llvm.memset.p0i8.* to initialize all same-bytes arrays
used pthread name functions returning result for FreeBSD and DragonFly
warn about broken simd not only on structs but also enums and unions when we didn't opt in to it
implement trait upcasting
mir-opt: GVN some more transmute cases
miri: add FreeBSD maintainer; test all of Solarish
miri: added Android to epoll and eventfd test targets
miri: adjust the way we build miri-script in RA, to fix proc-macros
miri: illumos: added epoll and eventfd
miri: supported fioclex for ioctl on macos
miri: switched FreeBSD to pthread_setname_np
miri: use deref_poiner_as instead of deref_pointer
proc_macro: Use ToTokens trait in quote macro
add #[inline] to copy_from_slice
impl String::into_chars
initial fs module for uefi
hashbrown: added Allocator template argument for rustc_iter
account for optimization levels other than numbers
cargo: schemas: Fix 'metadata' JSON Schema
cargo: schemas: Fix the [lints] JSON Schema
cargo: perf: cargo-package: match certain path prefix with pathspec
cargo: fix: emit warnings as warnings when learning rust target info
cargo: make "C" explicit in extern "C"
cargo: setup cargo environment for cargo rustc --print
cargo: simplify SourceID Ord/Eq
rustdoc-json: include items in stripped modules in Crate::paths
rustdoc: use import stability marker in display
rustdoc: use stable paths as preferred canonical paths
rustfmt: drop nightly-gating of the --style-edition flag registration
clippy: add new lint unneeded_struct_pattern
clippy: auto-fix slow_vector_initialization in some cases
clippy: do not intersect spans coming from different contexts
clippy: do not look for significant drop inside .await expansion
clippy: do not propose to elide lifetimes if this causes an ambiguity
clippy: do not remove identity mapping if mandatory mutability would be lost
clippy: do not trigger redundant_pub_crate in external macros
clippy: don't emit machine applicable map_flatten lint if there are code comments
clippy: don't suggest to use cloned for Cow in unnecessary_to_owned
clippy: fix type suggestion for manual_is_ascii_check
clippy: improve needless_as_bytes to also detect str::bytes()
clippy: new lint: manual_ok_err
clippy: remove unneeded parentheses in unnecessary_map_or lint output
rust-analyzer: add a new and improved syntax tree view
rust-analyzer: add config setting which allows adding additional include paths to the VFS
rust-analyzer: re-implement rust string highlighting via tool attribute
rust-analyzer: fix JSON project PackageRoot buildfile inclusion
rust-analyzer: do not compute prettify_macro_expansion() unless the "Inline macro" assist has actually been invoked
rust-analyzer: do not offer completions within macro strings
rust-analyzer: fix env/option_env macro check disregarding macro_rules definitions
rust-analyzer: fix ref text edit for binding mode hints
rust-analyzer: fix a bug with missing binding in MBE
rust-analyzer: fix actual token lookup in completion's expand()
rust-analyzer: fix another issue with fixup reversing
rust-analyzer: fix diagnostics not clearing between flychecks
rust-analyzer: make edition per-token, not per-file
rust-analyzer: implement #[rust_analyzer::skip] for bodies
rust-analyzer: implement implicit sized bound inlay hints
rust-analyzer: improve hover module path rendering
Rust Compiler Performance Triage
A quiet week with little change to the actual compiler performance. The biggest compiler regression was quickly recognized and reverted.
Triage done by @rylev. Revision range: 0f1e965f..1ab85fbd
Summary:
(instructions:u) mean range count Regressions ❌ (primary) 0.4% [0.1%, 1.8%] 21 Regressions ❌ (secondary) 0.5% [0.0%, 2.0%] 35 Improvements ✅ (primary) -0.8% [-2.7%, -0.3%] 6 Improvements ✅ (secondary) -10.2% [-27.8%, -0.1%] 13 All ❌✅ (primary) 0.2% [-2.7%, 1.8%] 27
4 Regressions, 3 Improvements, 3 Mixed; 3 of them in rollups 44 artifact comparisons made in total
Full report here
Approved RFCs
Changes to Rust follow the Rust RFC (request for comments) process. These are the RFCs that were approved for implementation this week:
No RFCs were approved this week.
Final Comment Period
Every week, the team announces the 'final comment period' for RFCs and key PRs which are reaching a decision. Express your opinions now.
RFCs
Supertrait item shadowing v2
Tracking Issues & PRs
Rust
remove support for the (unstable) #[start] attribute
fully de-stabilize all custom inner attributes
Uplift clippy::double_neg lint as double_negations
Optimize Seek::stream_len impl for File
[rustdoc] Add sans-serif font setting
Tracking Issue for PathBuf::add_extension and Path::with_added_extension
Make the wasm_c_abi future compat warning a hard error
const-eval: detect more pointers as definitely not-null
Consider fields to be inhabited if they are unstable
disallow repr() on invalid items
Cargo
No Cargo Tracking Issues or PRs entered Final Comment Period this week.
Language Team
No Language Team Proposals entered Final Comment Period this week.
Language Reference
distinct 'static' items never overlap
Unsafe Code Guidelines
No Unsafe Code Guideline Tracking Issues or PRs entered Final Comment Period this week.
New and Updated RFCs
Make trait methods callable in const contexts
RFC: Allow packages to specify a set of supported targets
Upcoming Events
Rusty Events between 2025-01-15 - 2025-02-12 🦀
Virtual
2025-01-15 | Virtual (London, UK) | London Rust Project Group
Meet and greet with project allocations
2025-01-15 | Virtual (Tel Aviv-Yafo, IL) | Code Mavens 🦀 - 🐍 - 🐪
An introduction to WASM in Rust with Márk Tolmács (Virtual, English)
2025-01-15 | Virtual (Vancouver, BC, CA) | Vancouver Rust
Leptos
2025-01-16 | Virtual (Berlin, DE) | OpenTechSchool Berlin + Rust Berlin
Rust Hack and Learn | Mirror: Rust Hack n Learn Meetup
2025-01-16 | Virtual (San Diego, CA, US) | San Diego Rust
San Diego Rust January 2025 Tele-Meetup
2025-01-16 | Virtual and In-Person (Redmond, WA, US) | Seattle Rust User Group
January Meetup
2025-01-17 | Virtual (Jersey City, NJ, US) | Jersey City Classy and Curious Coders Club Cooperative
Rust Coding / Game Dev Fridays Open Mob Session!
2025-01-21 | Virtual (Tel Aviv-Yafo, IL) | Rust 🦀 TLV
Exploring Rust Enums with Yoni Peleg (Virtual, Hebrew)
2025-01-21 | Virtual (Washington, DC, US) | Rust DC
Mid-month Rustful
2025-01-22 | Virtual (Rotterdam, NL) | Bevy Game Development
Bevy Meetup #8
2025-01-23 & 2025-01-24 | Virtual | Mainmatter Rust Workshop
Remote Workshop: Testing for Rust projects – going beyond the basics
2025-01-24 | Virtual (Jersey City, NJ, US) | Jersey City Classy and Curious Coders Club Cooperative
Rust Coding / Game Dev Fridays Open Mob Session!
2025-01-26 | Virtual (Tel Aviv-Yafo, IL) | Rust 🦀 TLV
Rust and embedded programming with Leon Vak (online in Hebrew)
2025-01-27 | Virtual (London, UK) | London Rust Project Group
using traits in Rust for flexibility, mocking/ unit testing, and more
2025-01-28 | Virtual (Dallas, TX, US) | Dallas Rust User Meetup
Last Tuesday
2025-01-30 | Virtual (Berlin, DE) | OpenTechSchool Berlin + Rust Berlin
Rust Hack and Learn | Mirror: Rust Hack n Learn Meetup
2025-01-30 | Virtual (Charlottesville, VA, US) | Charlottesville Rust Meetup
Quantum Computers Can’t Rust-Proof This!
2025-01-30 | Virtual (Tel Aviv-Yafo, IL) | Code Mavens 🦀 - 🐍 - 🐪
Are We Embedded Yet? - Implementing tiny HTTP server on a microcontroller
2025-01-31 | Virtual (Delhi, IN) | Hackathon Raptors Association
Blazingly Fast Rust Hackathon
2025-01-31 | Virtual (Jersey City, NJ, US) | Jersey City Classy and Curious Coders Club Cooperative
Rust Coding / Game Dev Fridays Open Mob Session!
2025-02-01 | Virtual (Kampala, UG) | Rust Circle Kampala
Rust Circle Meetup
2025-02-04 | Virtual (Buffalo, NY, US) | Buffalo Rust Meetup
Buffalo Rust User Group
2025-02-05 | Virtual (Indianapolis, IN, US) | Indy Rust
Indy.rs - with Social Distancing
2025-02-07 | Virtual (Jersey City, NJ, US) | Jersey City Classy and Curious Coders Club Cooperative
Rust Coding / Game Dev Fridays Open Mob Session!
2025-02-11 | Virtual (Dallas, TX, US) | Dallas Rust User Meetup
Second Tuesday
2025-02-11 | Virtual (Tel Aviv-Yafo, IL) | Code Mavens 🦀 - 🐍 - 🐪
Meet Elusion: New DataFrame Library powered by Rust 🦀 with Borivoj Grujicic
Europe
2025-01-16 | Amsterdam, NL | Rust Developers Amsterdam Group
Meetup @ Avalor AI
2025-01-16 | Karlsruhe, DE | Rust Hack & Learn Karlsruhe
Karlsruhe Rust Hack and Learn Meetup bei BlueYonder
2025-01-18 | Stockholm, SE | Stockholm Rust
Ferris' Fika Forum #8
2025-01-21 | Edinburgh, GB | Rust and Friends
Rust and Friends (evening pub)
2025-01-21 | Ghent, BE | Systems Programming Ghent
Tech Talks & Dinner: Insights on Systems Programming Side Projects (in Rust) - Leptos (full-stack Rust with webassembly), Karyon (distributed p2p software in Rust), FunDSP (audio synthesis in Rust)
2025-01-21 | Leipzig, SN, DE | Rust - Modern Systems Programming in Leipzig
Self-Organized Peer-to-Peer Networks using Rust
2025-01-22 | London, GB | Rust London User Group
Rust London's New Years Party & Community Swag Drop
2025-01-22 | Oberursel, DE | Rust Rhein Main
Rust 2024 Edition and Beyond
2025-01-23 | Barcelona, ES | Barcelona Free Software
Why Build a New Browser Engine in Rust?
2025-01-23 | Paris, FR | Rust Paris
Rust meetup #74
2025-01-24 | Edinburgh, GB | Rust and Friends
Rust and Friends (daytime coffee)
2025-01-27 | Prague, CZ | Rust Prague
Rust Meetup Prague (January 2025)
2025-01-28 | Aarhus, DK | Rust Aarhus
Hack Night - Advent of Code
2025-01-28 | Manchester, GB | Rust Manchester
Rust Manchester January Code Night
2025-01-30 | Augsburg, DE | Rust Meetup Augsburg
Rust Meetup #11: Hypermedia-driven development in Rust
2025-01-30 | Berlin, DE | Rust Berlin
Rust and Tell - Title
2025-02-01 | Brussels, BE | FOSDEM 2025
FOSDEM Rust Devroom
2025-02-01 | Nürnberg, DE | Rust Nuremberg
Technikmuseum Sinsheim
2025-02-05 | Oxford, GB | Oxford Rust Meetup Group
Oxford Rust and C++ social
2025-02-12 | Reading, GB | Reading Rust Workshop
Reading Rust Meetup
North America
2025-01-16 | Nashville, TN, US | Music City Rust Developers
Rust Game Development Series 1: Community Introductions
2025-01-16 | Redmond, WA, US | Seattle Rust User Group
January Meetup
2025-01-16 | Spokane, WA, US | Spokane Rust
Spokane Rust Monthly Meetup: Traits and Generics
2025-01-17 | México City, MX | Rust MX
Multithreading y Async en Rust 101 - HolaMundo - Parte 3
2025-01-18 | Boston, MA, US | Boston Rust Meetup
Back Bay Rust Lunch, Jan 18
2025-01-21 | New York, NY, US | Rust NYC
Rust NYC Monthly Meetup
2025-01-21 | San Francisco, CA, US | San Francisco Rust Study Group
Rust Hacking in Person
2025-01-22 | Austin, TX, US | Rust ATX
Rust Lunch - Fareground
2025-01-23 | Mountain View, CA, US | Hacker Dojo
RUST MEETUP at HACKER DOJO | Rust Meetup at Hacker Dojo - Mountain View Rust Meetup Page
2025-01-28 | Boulder, CO, US | Boulder Rust Meetup
From Basics to Advanced: Testing
2025-02-06 | Saint Louis, MO, US | STL Rust
Async, the Future of Futures
Oceania:
2025-02-04 | Auckland, NZ | Rust AKL
Rust AKL: How We Learn Rust
If you are running a Rust event please add it to the calendar to get it mentioned here. Please remember to add a link to the event too. Email the Rust Community Team for access.
Jobs
Please see the latest Who's Hiring thread on r/rust
Quote of the Week
This is a wonderful unsoundness and I am incredibly excited about it :3
– lcnr on github
Thanks to Christoph Grenz for the suggestion!
Please submit quotes and vote for next week!
This Week in Rust is edited by: nellshamrell, llogiq, cdmistman, ericseppanen, extrawurst, U007D, joelmarcey, mariannegoldin, bennyvasquez, bdillo
Email list hosting is sponsored by The Rust Foundation
Discuss on r/rust
2 notes · View notes
desert-palm · 2 years ago
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Has anyone found a way to use both GraphQL Shield and dataloaders at the same time while using Apollo Server and NestJS?
I recently found that because I have asynchronous calls being made in some of my shield rules, it's causing my dataloader batch functions to be called multiple times, when they should only be called once, which leaves me with the N+1 problem across my entire app.
I believe this is due to how dataloader requires that all of the batch function calls occur during the same event loop "tick", and the async calls in my shield rules are preventing this.
Here's where I asked the question on reddit
27 notes · View notes
quietmarie · 2 years ago
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What is Async Anyway?
Explaining async/await and general concurrency concepts in programming languages.
A lot of modern languages have async/await syntax built directly into them, and the construct can be extremely useful. Examples of languages that include these concepts are JavaScript, C#, Python, and Swift, and even modern relatively low-level languages like Rust have this syntax. Even though it's usually thought of as a more advanced feature, I think it is really not that hard to use once you get the hang of it, and it is super useful and rewarding when you really understand it.
This is going to be a bit of a long and pretty technical post, but I hope it can give you some confidence to know what async/await really does when you use it, and maybe it can help you use it more effectively. Keep in mind that I will not be able to go over everything in super deep detail, and that I am going to simplify stuff, but it should give you an idea how these systems work.
I am a little curious about eventually following this up with a post looking at how these systems compare under the hood in different programming languages, so let me know if you'd be interested in that.
Big post under the cut.
Parallelism and Concurrency
Computers today can do many things at the same time. And I mean that literally: in one instant, a modern CPU can be working on multiple instructions. That's because a single CPU has multiple cores that can all execute code (mostly) independent from each other. This is called parallelism, and the way we as programmers interact with that is through threads. Most programming languages, especially "lower level" ones, have a way for programmers to create a thread that will run some part of your code. Creating a thread is telling the computer that it can, and should, run the code in your threads in parallel (although various systems such as the OS still have discretion over when and if that actually happens).
Parallelism is not quite concurrency tho. Where parallelism is about your computer literally doing multiple things at once, concurrency is about your computer doing multiple things, but not at once. With concurrency, you kind of pretend you're doing a parallelism. But in reality, stuff doesn't happen at the same time. Instead, your system (runtime) does some work on task A a bit, then on task B, then maybe again on task A, etc., but doesn't work on the two at the same time. So, in a concurrent system it might look like task A and B are progressing simultaneously from the outside, but work actually only happens in sequence.
Let's Talk About I/O
I/O stands for input/output and describes data in your program that comes from elsewhere, or that gets sent elsewhere. So for example, user input is I/O. And similarly, a web request can be I/O, whether you send it or receive it. So let's use that as an example: you send a web request to some API to fetch you the cutest bunny images and facts:
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But the service is taking its sweet time to respond.
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Fact: Loading bunny fact…
With how we did it here, we halt execution of the entire thread until the response comes in (at least in most languages, more on that later). In this case, we call get a blocking method because it, well, blocks the thread without actively doing useful work.
What if we could instead use the thread for other tasks instead of just sitting there, twiddling our thumbs and waiting on the server? This smells of concurrency…
Callbacks
Callbacks are a way for programmers to avoid that period of thumb twiddling. The new getWithCallback function now returns immediately, but it doesn't return a value. Instead, we have to register the code we want to run once the server responds with the function:
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The function we pass to getWithCallback is called the callback, and it gets called by the client* only once the response arrives. Oh look, here it is:
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Fact: A rabbit's life span is about 8 years, though sterilized rabbits (those who are spayed/neutered) can live as long as 10-12 years.
*"The client calls it" is a big simplification, there might be a lot more stuff happening here. But the important bit is that the client magically does not need to block to wait for the response.
Promises and Futures
What JavaScript calls Promises and what a lot of the other languages call Futures is essentially sugar sprinkled on callbacks - it makes our callback code a little nicer. Callbacks can commonly create a concept called "callback hell", where you have to call a function that takes a callback inside the function that takes a callback inside the function that takes a callback…
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(Code modified from https://developer.mozilla.org/en-US/docs/Web/JavaScript/Guide/Using_promises)
To avoid this, functions now can return a Promise instead of taking a callback. Promises represent the promise that, while a concrete value might not exist right now, it will in the future. Once the value exists, we say the Promise resolves. The code above with Promises would then look like this:
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It still doesn't look perfect, and there are things you can do to make it look a little nicer, but it's so much less nested. The callback in the then function will be called once the value is ready, and the callback itself can also return a Promise. The then function then returns a Promise which will get resolved once the future from the callback is resolved. Many other languages have a concept similar to JavaScript's Promise, and it's often called something like Future or Task (because it would be too easy to have consistent naming across languages).
Now keep in mind neither of those solutions above are really "concurrency" in the definition we used above. This is because the thread we call, for example, getWithCallback on still completely belongs to us. We could keep using it, and we would not get interrupted to execute the callback. Depending on the language and runtime, the callback might get executed on a different thread, or the runtime might have to wait until we are completely done with what we were doing to then use our thread to call it. The same thing goes for the callbacks in the then method of promises.
Async/Await
And async/await is just some sugar and magic fairy dust on top of Promises (or Futures or whatever). It makes our code look like it should be blocking, but in reality it isn't. Here's what our bunny image code looks like with async/await:
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So here, a couple things happen. First, the Promise is created and the web request is initiated. Then, the Promise is awaited. For that, (if the Promise is not resolved at this point already,) the task first yields, meaning it tells the runtime that it is not doing any useful work at the moment, and that the thread it ran on can be used for other tasks. The runtime then makes a note of where to continue execution when that Promise resolves, and looks around for other tasks that currently need executing to put them on that thread. After a while passes, the Promise resolves, and once the runtime has some resources available for us (maybe because another task just yielded), execution on our original task is continued with the API response.
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Fact: A rabbit's teeth never stop growing! Many people believe they need to chew to keep their teeth short. While they do enjoy chewing, it's the normal wear from where their top and bottom teeth meet that keeps a rabbit's teeth short.
This is more in line with the concurrency we sought out above. We can interleave other computations while our task is still running, but during times where it is not doing any useful work. (Still, because you may have multiple threads your tasks can run on and move between, it might not always be 100% technically accurate to call this system concurrent.) This is also why it is important to not block for long in async contexts: if you're hogging the thread for too long, you're stopping other tasks from progressing and throwing a lot of the benefits you gained from doing it concurrently in the bin. Most async runtimes will give you some option to run expensive or blocking code elsewhere, so that you can keep the benefits you gain from async.
So that's the explanation what async/await does, and the broad strokes of how it works. If you have any more questions regarding the topic, feel free to ask! I think it'll be fun to occasionally write a longer post on interesting things I've learned, so if you have topic suggestions, don't be afraid to tell me!
Further links and sources
Don't Block The Event Loop! - Why you should avoid blocking in Node.js, and what pitfalls to look out for.
I got the bnuuy images and facts from the animality API. The licenses on the images are not super clear, but I'll assume it's okay for me to use them here with credit because it's an open API.
I lifted the definitions and some of the explanation for parallelism and concurrency from Steve Klabnik's talk on Rust's Journey to Async/Await. The talk is more technical and very focused on Rust, but it's a great talk.
I referenced the mdn web docs at various points, they're a great resource.
I created the code screenshots using the carbon app.
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techstuff19 · 9 days ago
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Pros & Cons of Using RSC in Enterprise Applications
As enterprises continue to push for faster, more scalable, and efficient web solutions, React Server Components (RSC) have emerged as a compelling architectural choice. This modern approach helps balance performance and interactivity by rendering selected components server-side while keeping the client bundle lightweight.
But is RSC the right fit for enterprise-grade applications? Let’s explore its key pros and cons and how Next.js enhances its capabilities.
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Pros of React Server Components
Reduced Bundle Size
Server components do not ship any JavaScript to the client. This means your client-side bundle remains smaller, translating into faster load times.
Improved SEO & Web Vitals
RSCs render HTML on the server, which is excellent for crawlers and SEO. Combined with Next.js’s rendering optimizations, your app can deliver near-instant first-paint performance.
Seamless Data Fetching
RSC enables colocated data fetching, so enterprise apps that rely on complex APIs benefit from centralized logic on the server side.
Enhanced Scalability
By decoupling data-heavy operations from client interactions, RSC makes it easier to build scalable applications, particularly for enterprises managing multiple teams and modules.
For example, when building Multilingual Websites with Next.js, server components can fetch locale-specific data without bloating the client.
Cons of React Server Components
Learning Curve
RSC introduces new concepts and architectural patterns that may require a learning period for developers used to traditional React.
Limited Interactivity
You cannot use hooks like useState or useEffect in RSCs, as they don’t run in the browser. This limits interactivity unless complemented with client components.
Tooling & Ecosystem Still Evolving
As of now, RSC is still stabilizing. Some third-party libraries and devtools may not yet fully support this paradigm.
Example: Hybrid Rendering with Next.js
JavaScript XML
// app/components/ProductList.server.jsx
export default async function ProductList() {
  const res = await fetch('https://api.example.com/products');
  const data = await res.json();
  return (
    <ul>
      {data.map(product => <li key={product.id}>{product.name}</li>)}
    </ul>
  );
}
This server component fetches data without adding to the client-side bundle.
Should Enterprises Use RSC?
The decision comes down to team experience, scalability needs, and performance goals. For companies dealing with global reach, speed, and complex data flows, RSC can be a strategic advantage especially when coupled with the skills of next js developers who know how to blend client-server logic effectively.
Also, keep in mind that Why ReactJS Developers are in Demand is closely tied to the growing popularity of modern rendering methods like RSC, SSR, and SSG.
Final Verdict
React Server Components open the door to scalable and performant enterprise-grade applications. When used correctly within the Next.js ecosystem, they offer measurable SEO and UX gains. However, they do come with constraints that your dev team must be ready to handle.
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seobestpeers · 12 days ago
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PHP Alternatives You Should Know About Before Starting Your Web Project
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In web development, PHP has always held an important spot. Early days of Facebook, WordPress, Wikipedia — all sites that placed PHP as a simple and fast language to code for.
However, developer choice and project requirements changed with time and technology. In 2025, modern web development imposes more specifications on programming languages: performance, scalability, maintainability, and integration with rapidly advancing technology.
If you have thought about starting any web project, then it will be a good idea to check out the top PHP alternatives that can help you in achieving your goals. Whether you are a startup MVP or a complex enterprise platform, the right technology can make a difference.
This blog explores the top PHP alternatives, key factors to consider when choosing one, and how to know which alternative is the right one for you. Let’s dive in!
Why Look for PHP Alternatives?
PHP is a language that is used today by many. However, many developers don’t opt to use it much anymore. The reasons for the same are:
Performance Drawbacks: PHP may lag when compared with modern compiled languages or asynchronous frameworks, further being able to support high load and real-time applications.
Outdated Syntax and Structure: Many developers find PHP`s inconsistent naming conventions and procedural patterns less-than-intuitive when compared with newer object-oriented or functional languages.
Async support: PHP did not traditionally support asynchronous processing well, so it was not suitable for real-time applications unless it was helped by an external tool like Swoole.
Ecosystem Station: Although it has been supported, PHP’s ecosystem has recently seen a decline in innovation as compared to other languages.
Modern web development stacks have more potent frameworks with stronger typing, built-in security features, and better scalability.
Key Factors to Consider While Choosing an Alternative
Before jumping into the PHP alternatives list, the following factors are essential to think about when determining the right language for the web project:
Performance: How fast is the language at runtime? Can it handle users concurrently well?
Scalability: Will the technology scale with your business?
Community and Ecosystem: Does the technology have a strong community for support, like mature tools and libraries?
Developer Availability: How readily available are experienced developers for the technology?
Learning Curve: Will any investment be needed from your current team to be able to learn the new language well?
Integration: How well does the language integrate with APIs, databases, or third-party tools?
Best PHP Alternatives You Must Know
Here are some of the top alternatives to PHP that you can consider:
Python (Django / Flask)
Python gained more momentum due to its syntactical arrangement and developer-friendliness. Web development is commonly done with some combination of Django or Flask.
Django: A full-featured framework that tries to provide everything black-box.
Flask: More lightweight and offers developers a little extra flexibility.
Use Cases: Data-based applications, SaaS products, and AI-integrated platforms.
Strengths: Rich standard libraries, good community support, and speedy development.
Python development services in the US is great for a project that emphasizes clean code, easy debugging, and rapid iteration.
JavaScript (Node.js)
JavaScript has entered the server-side realm with Node.js. Using both frontend and backend JavaScript facilitates a seamless development workflow.
Pros: Asynchronous, event-driven, fast, non-blocking I/O.
Ideal: Real-time applications, such as chat applications, collaborative tools, and SPAs.
Popular Frameworks: Express.js, Next.js, NestJS.
Community: Massive; npm offers thousands of reusable packages.
Node.js is ideal for dynamic and high-performance applications, especially when time-to-market is critical.
Ruby (Ruby on Rails)
Ruby on Rails (RoR) defies tradition and places convention above configuration, allowing rapid development with the least amount of boilerplate code.
Strengths: Best for startups aimed at rapidly building an MVP.
Use Cases: E-commerce platforms, social media sites, and content platforms.
Community: Passionate and helpful, but smaller than Python or JS.
For some time now, RoR has been disfavored for big apps due to perceived lack of performance. Nevertheless, Ruby on Rails development dervices USA still is a favorite when it comes to quickly setting up and prototyping user-oriented apps.
Go (Golang)
Developed by Google, Go is a compiled language known for its speed, simplicity, and powerful concurrency handling.
Strengths: Minimalist syntax, blazing-fast performance, and efficient memory usage.
Use Cases: Microservices, real-time APIs, scalable cloud platforms.
Frameworks: Gin, Fiber, Echo.
If you’re building a high-performance backend or working with cloud-native architecture, Go is a strong contender.
ASP.NET Core (C#)
ASP.NET Core is Microsoft’s open-source web framework that supports cross-platform development with C#.
Benefits: Safe, quick, and supported by enterprise-grade support.
Use Cases: Intranets, enterprise portals, CRM/ERP applications.
Integrations: Natively integrates with Azure and Microsoft tools.
Tools: Visual Studio, NuGet packages, Entity Framework.
ASP.NET Core is an ideal choice for companies already committed to the Microsoft stack.
Rust (Actix / Rocket)
Rust is getting traction for its memory safety, zero-cost abstractions, and performance.
Frameworks: Actix (performance), Rocket (ease of use).
Use Cases: Performance-critical applications, embedded web services, systems programming.
Pros: Extremely safe and concurrent, but with a high learning curve.
Rust is not for beginners, but if you’re building a low-latency system or need complete control, it’s unparalleled.
Java (Spring Boot)
Long-standing heavyweight in enterprise software, calling Spring Boot to modernize Java for web app development.
Advantages: High performance, security, and scalability.
Use Cases: Banking apps, healthcare platforms, large-scale e-commerce solutions.
Community: Mature, with strong support from Oracle and enterprise vendors.
While Java development services in the USA requires more boilerplate code, it’s ideal for mission-critical applications that demand stability and robustness.
Which PHP Alternative Works for You?
The ideal PHP alternative for your project hinges on a few determinants:
Startup or MVP: Ruby on Rails or Python (Flask/Django) due to speed and adaptability.
Real-time or Event-Driven Applications: Use Node.js and forget the rest.
Enterprise Solutions: Java or ASP.NET Core for scalability as well as security.
Performance-Demanding Usage Scenarios: Go or Rust for top-end speed and effectiveness.
AI-Centric Platforms: Python boasts unsurpassed AI as well as ML libraries.
Also take into account the skillsets of your current development staff and support infrastructure available when selecting.
Conclusion
Though PHP still drives most of the web development needs call for more powerful, secure, and scalable substitutes. Regardless of your concern for speed, ease of use, or enterprise-level security, there’s a language and stack that can serve your purpose better than PHP in most situations.
Take the time to carefully consider these alternatives before embarking on your web project. The right decision here can save hundreds of hours of development, minimize technical debt, and future-proof your application.
Having trouble deciding the best tech stack? Reach out to renowned IT companies like BestPeers to make a smart decision that aligns with your business objectives.
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fromdevcom · 19 days ago
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Master Your Next Node.js Interview: Expert Tips and Answers! In today’s tech-driven world, Node.js has emerged as one of the most sought-after technologies for backend development. If you’re preparing for a Node.js interview, having a clear understanding of key concepts, as well as the ability to answer challenging questions, can make all the difference. This guide covers a mix of basic, intermediate, and advanced Node.js interview questions to help you ace your next interview. 1. What is Node.js, and Why is it Popular? Node.js is a runtime environment built on Chrome’s V8 JavaScript engine. It allows developers to use JavaScript on the server side, enabling full-stack development with a single programming language. Key Reasons for Popularity Event-Driven Architecture: Efficiently handles asynchronous operations. Scalability: Ideal for building scalable network applications. Large Ecosystem: NPM offers access to thousands of packages. Cross-Platform: Compatible with Windows, macOS, and Linux. 2. Explain the Event Loop in Node.js. The event loop is the mechanism that allows Node.js to perform non-blocking I/O operations. How It Works: The event loop continuously checks the event queue for tasks. It delegates I/O operations to the system and processes callbacks once the operations are complete. Example: javascriptCopy codeconsole.log('Start'); setTimeout(() => console.log('Async Task'), 1000); console.log('End'); // Output: Start, End, Async Task 3. What are Streams in Node.js? Streams are objects that facilitate reading and writing data efficiently. Types of Streams: Readable Streams: Data can be read from them (e.g., fs.createReadStream). Writable Streams: Data can be written to them (e.g., fs.createWriteStream). Duplex Streams: Both readable and writable (e.g., network sockets). Transform Streams: Modify or transform the data (e.g., zlib.createGzip). Code Example: javascriptCopy codeconst fs = require('fs'); const readStream = fs.createReadStream('input.txt'); const writeStream = fs.createWriteStream('output.txt'); readStream.pipe(writeStream); 4. What is Middleware in Express.js? Middleware functions in Express.js execute during the request-response cycle. Types of Middleware: Application-Level Middleware: Bound to an instance of express(). Router-Level Middleware: Bound to an instance of express.Router(). Error-Handling Middleware: Handles errors within the app. Built-In Middleware: Provided by Express (e.g., express.static). Example: javascriptCopy codeapp.use((req, res, next) => console.log(`Request Method: $req.method`); next(); ); 5. How Does Node.js Handle Asynchronous Programming? Node.js uses callbacks, Promises, and async/await to handle asynchronous operations. Callback Example: javascriptCopy codefs.readFile('file.txt', (err, data) => if (err) throw err; console.log(data.toString()); ); Promise Example: javascriptCopy codefs.promises.readFile('file.txt') .then(data => console.log(data.toString())) .catch(err => console.error(err)); Async/Await Example: javascriptCopy codeasync function readFile() try const data = await fs.promises.readFile('file.txt'); console.log(data.toString()); catch (err) console.error(err); 6. What is the Difference Between process.nextTick() and setImmediate()? process.nextTick(): Executes tasks before the next event loop iteration. setImmediate(): Schedules tasks to run in the next iteration of the event loop. Example: javascriptCopy codeprocess.nextTick(() => console.log('Next Tick')); setImmediate(() => console.log('Immediate')); console.log('End'); // Output: End, Next Tick, Immediate 7. What is Clustering in Node.js? Clustering allows Node.js to utilize multiple CPU cores by creating child processes that share the same server port.
Example of Clustering: javascriptCopy codeconst cluster = require('cluster'); const http = require('http'); if (cluster.isMaster) for (let i = 0; i < 4; i++) cluster.fork(); else http.createServer((req, res) => res.writeHead(200); res.end('Hello World'); ).listen(8000); 8. How Do You Secure a Node.js Application? Best Practices for Security: Use HTTPS: Encrypt data in transit. Environment Variables: Store sensitive information securely. Input Validation: Prevent injection attacks. Rate Limiting: Prevent brute-force attacks. Use Helmet: Secure HTTP headers in Express.js apps. Example: javascriptCopy codeconst helmet = require('helmet'); app.use(helmet()); Conclusion Mastering Node.js concepts is essential for cracking interviews and excelling as a backend developer. This guide provides a comprehensive overview of commonly asked Node.js questions, along with clear and concise answers. With adequate preparation and a solid understanding of these topics, you’ll be ready to tackle any Node.js interview with confidence.
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Mastering Web Development: The Advantages of Enrolling in a JavaScript Course in Abu Dhabi
In the rapidly evolving digital landscape, JavaScript stands as a cornerstone of modern web development. As the primary language for creating interactive and dynamic web applications, proficiency in JavaScript is essential for aspiring developers and IT professionals. For individuals in the UAE, particularly in the capital city, pursuing a JavaScript course in Abu Dhabi offers a strategic advantage in building a robust career in technology.
The Significance of JavaScript in Today's Tech World
JavaScript is a versatile, high-level programming language that enables developers to implement complex features on web pages, including interactive forms, dynamic content updates, and multimedia integration. Its ubiquity across all modern web browsers and compatibility with various frameworks like React, Angular, and Vue.js make it indispensable for front-end development. Moreover, with the advent of Node.js, JavaScript has extended its reach to server-side programming, allowing for full-stack development using a single language.
Why Choose a JavaScript Course in Abu Dhabi?
Abu Dhabi, as a burgeoning tech hub, provides an ideal environment for learning and applying JavaScript skills. The city's commitment to technological advancement is evident in initiatives like Hub71, a tech ecosystem aimed at fostering innovation and entrepreneurship. By enrolling in a JavaScript course in Abu Dhabi, learners can tap into a network of professionals, access state-of-the-art facilities, and stay abreast of industry trends.
Curriculum and Learning Outcomes
JavaScript courses in Abu Dhabi are designed to cater to various proficiency levels, from beginners to advanced programmers. The curriculum typically encompasses:
Fundamentals: Understanding variables, data types, operators, and control structures.
Functions and Scope: Learning about function declarations, expressions, and scope management.
DOM Manipulation: Interacting with the Document Object Model to dynamically update web content.
Event Handling: Implementing responsive user interfaces through event listeners and handlers.
Asynchronous Programming: Utilizing promises, async/await, and AJAX for efficient data handling.
Frameworks and Libraries: An introduction to popular tools like jQuery, React, or Angular to streamline development processes.
These courses often incorporate hands-on projects, enabling students to build real-world applications and solidify their understanding.
Career Opportunities Post-Certification
Completing a JavaScript course in Abu Dhabi can significantly enhance one's employability in the tech sector. Potential career paths include:
Front-End Developer: Specializing in creating user-facing components of websites and applications.
Full-Stack Developer: Handling both client-side and server-side development tasks.
Web Application Developer: Building complex web-based applications for various industries.
UI/UX Designer: Focusing on the design and functionality of user interfaces.
The demand for skilled JavaScript developers continues to grow, with opportunities in sectors such as finance, healthcare, education, and e-commerce.
Conclusion
Embarking on a JavaScript course in Abu Dhabi is a strategic move for individuals aiming to thrive in the digital economy. The city's dynamic tech landscape, combined with comprehensive training programs, provides an optimal setting for mastering this essential programming language. Whether you're starting your coding journey or seeking to upskill, investing in JavaScript education can open doors to a multitude of career opportunities in the ever-expanding world of web development.
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keploy · 2 months ago
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Introduction to REST API in Python
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APIs (Application Programming Interfaces) are like bridges that let different software systems talk to each other. Among the many types of APIs, REST APIs are the most popular because they follow a simple and well-defined architecture. In this blog, we’ll explore what REST APIs are, how they work in Python, and how you can build and test them easily.
What is a REST API?
A REST API (Representational State Transfer Application Programming Interface) is a set of rules that allows programs to communicate over the web. It uses standard HTTP methods like GET, POST, PUT, and DELETE to perform operations on resources, which are identified by URLs.
For instance, a REST API for a bookstore might have endpoints like:
GET /books – Retrieve a list of books
POST /books – Add a new book
GET /books/{id} – Retrieve a specific book
PUT /books/{id} – Update a specific book
DELETE /books/{id} – Delete a specific book
REST APIs are stateless, meaning each request from a client contains all the information needed to process the request, without relying on stored context on the server.
What is a Python REST API Framework?
A Python REST API framework is a collection of libraries and tools that simplify the process of building RESTful APIs in Python. These frameworks handle the routing of HTTP requests, serialization of data, and other common tasks, allowing developers to focus on the core functionality of their applications.
Popular Python REST API frameworks include:
Flask: A lightweight and flexible micro-framework suitable for small to medium applications.
FastAPI: A modern, high-performance framework designed for building APIs with Python 3.7+ using type hints.
Django REST Framework (DRF): A powerful and feature-rich framework built on top of Django, ideal for large-scale applications.
Understanding the Capabilities of REST API and REST Principles
REST APIs adhere to six guiding principles:
Statelessness: Each request from the client must contain all the information needed by the server to process the request.
Client-Server Architecture: The client and server operate independently, allowing for separation of concerns.
Cacheability: Responses must define themselves as cacheable or not to prevent clients from reusing stale or inappropriate data.
Uniform Interface: A consistent and standardized interface simplifies interactions between components.
Layered System: The architecture can be composed of hierarchical layers by constraining component behavior.
Code on Demand (optional): Servers can extend client functionality by transferring executable code.
Understanding these principles helps in designing scalable and maintainable APIs.
Benefits of REST API
The benefits of REST API are vast and implementing them offers several advantages:
Scalability: Statelessness allows servers to handle more requests by distributing the load.
Flexibility: Clients and servers can evolve independently as long as the interface between them is not altered.
Simplicity: Using standard HTTP methods makes it easy to understand and use.
Performance: Caching mechanisms can improve performance by reducing the need for repeated processing.
Modularity: Encourages separation of concerns, making it easier to manage and update components.
Types of Python Frameworks
Python offers various frameworks for building REST APIs, each catering to different needs:
a. Microframeworks
Flask: Minimalistic and easy to get started with, ideal for small applications and prototyping.
Falcon: Focuses on high performance and reliability, suitable for large-scale applications.
b. Full-Stack Frameworks
Django: Comes with a plethora of built-in features like ORM, authentication, and admin interface, suitable for complex applications.
c. Asynchronous Frameworks
FastAPI: Leverages Python's async capabilities for high-performance APIs, with automatic documentation generation.
What Should You Consider When Choosing a Python REST API Framework?
Selecting the right framework depends on various factors:
Project Size: For small projects, Flask or FastAPI might suffice; for larger projects, Django could be more appropriate.
Performance Needs: FastAPI offers superior performance due to its asynchronous nature.
Learning Curve: Flask has a gentle learning curve, while Django and FastAPI might require more time to master.
Community and Support: Django has a large community and extensive documentation, which can be beneficial for troubleshooting and learning.
Python REST API Frameworks You Should Know
Here's a comparison of popular Python REST API frameworks:FrameworkTypeKey FeaturesFlaskMicroframeworkSimple, flexible, extensive extensionsFastAPIAsynchronousHigh performance, automatic docs, type hintsDjangoFull-StackBuilt-in ORM, admin interface, authenticationFalconMicroframeworkHigh performance, minimalistic, reliable
Building a Simple REST API with Python
Let's build a simple REST API using Flask that manages a list of users.
a. Setup
Install Flask:CopyCopypip install Flask
b. Code Example
CopyCopyfrom flask import Flask, jsonify, request app = Flask(__name__) users = [] @app.route('/') def home(): return jsonify({ "message": "Welcome to the User API!", "routes": { "GET /users": "Get all users", "POST /users": "Create a new user" } }) @app.route('/users', methods=['GET']) def get_users(): return jsonify(users) @app.route('/users', methods=['POST']) def create_user(): user = request.get_json() users.append(user) return jsonify(user), 201 if __name__ == '__main__': app.run(debug=True)
c. Testing the API
GET /users: Returns the list of users.
POST /users: Adds a new user to the list.
Run the application in a dedicated terminal and navigate to this IP- 127.0.0.1:5000.You can test the API using tools like Postman or cURL.
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How to Test Your REST APIs Without Writing Code?
Unit testing agent
Keploy has recently released a Unit Testing Agent that generates stable, useful unit tests directly in your GitHub PRs, covering exactly what matters. How cool is this? Testing directly in PRs – so developers won’t need to write test cases for their new features. Keploy writes them for you! No noisy stuff – just clean, focused tests targeting the code changes. You can also try this Unit Testing Agent in your VSCode.
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Links:
Github PR agent: https://github.com/marketplace/keploy VScode Extension: https://marketplace.visualstudio.com/items?itemName=Keploy.keployio
API testing agent
Instead of writing test cases to test your APIs, what if you provide your schema, API endpoints, and curl commands to an agent, and it generates the test suite and gives you the test reports? Sounds interesting or confusing? Yes, it is possible! Keploy API Testing Agent will do all this without you touching any code. Not convinced? Just give it a try, and you will really enjoy it.
Integration testing
Records real API calls, DB queries, and service interactions to generate full integration tests. Best for ensuring multiple components work together correctly.
For more details, visit Keploy's official website or check out their GitHub repository.
Conclusion
Building REST APIs in Python is streamlined with the help of frameworks like Flask, FastAPI, and Django. Understanding REST principles and choosing the right framework based on your project needs are crucial steps. Tools like Keploy further enhance the development process by simplifying testing, ensuring your APIs are reliable and maintainable.
FAQs
Q1: What is the difference between REST and RESTful APIs? A: REST is an architectural style, while RESTful APIs are APIs that adhere to REST principles.
Q2: Can I use Flask for large-scale applications? A: While Flask is suitable for small to medium applications, it can be extended for larger projects with proper structuring and extensions.
Q3: Is FastAPI suitable for beginners? A: FastAPI has a steeper learning curve due to its use of type hints and asynchronous programming but offers excellent performance benefits.
Q4: How does Django REST Framework differ from Flask? A: Django REST Framework is built on top of Django and provides more built-in features, making it suitable for complex applications, whereas Flask is more lightweight and flexible.
Q5: Do I need to write tests for my API? A: Testing ensures your API behaves as expected. Tools like Keploy can automate this process, reducing manual effort.
Related Keploy Blogs
API Testing - Everything you should know!
Keploy API Testing
Python unit testing - A complete guide
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codingbrushup · 2 months ago
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Master JavaScript in 30 Days with Coding Brushup
JavaScript is one of the most in-demand programming languages in the world. Whether you're looking to become a front-end developer, a full-stack developer, or simply want to understand how the web works, JavaScript is an essential skill. At Coding Brushup, we've designed a job-oriented JavaScript course that helps you go from beginner to proficient in just 30 days.
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In this comprehensive guide, you'll learn how to master JavaScript step-by-step with our structured 30-day plan, trusted resources, and real-world projects—backed by the teaching experience and expertise of Coding Brushup.
Why JavaScript?
Before we dive into the 30-day roadmap, it’s important to understand why JavaScript matters in today’s job market:
Versatility: JavaScript is used in web development, app development, server-side scripting (Node.js), and even game development.
High demand: JavaScript consistently ranks in the top 3 programming languages in developer surveys.
Great salary potential: Skilled JavaScript developers command high salaries globally.
Strong community: With millions of developers and tons of open-source tools, you’ll never feel alone.
At Coding Brushup, we leverage this potential by offering a job-oriented JavaScript course that focuses on practical skills and hands-on experience.
What Makes Coding Brushup Different?
With so many tutorials online, why choose Coding Brushup to learn JavaScript?
✅ Industry-Relevant Curriculum: Our course is built with feedback from hiring managers and senior developers.
✅ Project-Based Learning: You'll build 5+ real-world projects that simulate job-ready tasks.
✅ Mentor Support: Access guidance from professionals with years of coding and teaching experience.
✅ Job-Oriented Focus: The job-oriented JavaScript course is designed to help you build a portfolio, prepare for interviews, and land your first job.
30-Day JavaScript Mastery Plan
Here's your JavaScript learning roadmap curated by Coding Brushup:
🔹 Week 1: JavaScript Basics
Day 1–2: Introduction to JavaScript, variables, and data types
Day 3: Functions and scope
Day 4: Conditional statements and loops
Day 5: Arrays and objects
Day 6: Basic DOM manipulation
Day 7: Mini project – To-Do List
🔹 Week 2: Intermediate JavaScript Concepts
Day 8: JavaScript ES6+ (let, const, arrow functions)
Day 9: Array methods (map, filter, reduce)
Day 10: Object-oriented JavaScript
Day 11: Error handling and debugging
Day 12–13: Working with the browser DOM
Day 14: Mini project – Weather Ap
🔹 Week 3: Asynchronous JavaScript & APIs
Day 15: Callbacks and promises
Day 16: Async/await explained simply
Day 17–18: Fetch API and consuming REST APIs
Day 19–20: JSON and local storage
Day 21: Project – Movie Search App using an API
🔹 Week 4: Final Projects and Job Prep
Day 22–24: Build a CRUD application (e.g., Notes app)
Day 25–26: Introduction to JavaScript frameworks (React basics)
Day 27–28: Final capstone project – Portfolio Website
Day 29: Resume writing and GitHub profile setup
Day 30: Mock interview & feedback session with Coding Brushup experts
Real Success Stories from Coding Brushup
“I had zero coding background. Thanks to Coding Brushup’s JavaScript course, I built a strong portfolio and landed a front-end developer role within 3 months!” — Aarti S., Junior Developer
“Coding Brushup doesn’t just teach JavaScript—it prepares you for real jobs. The mentor sessions and interview prep gave me the confidence I needed.” — Neeraj T., Full Stack Developer
Our mission is simple: make you job-ready with hands-on JavaScript skills and personalized mentorship.
Tools & Resources You’ll Use
During your JavaScript journey with Coding Brushup, you’ll gain hands-on experience with:
Code editors: VS Code
Version control: Git & GitHub
Browser DevTools: Chrome Developer Tools
APIs: OpenWeatherMap, OMDB, JSONPlaceholder
Build tools: Node.js, npm (for basic module use)
Every tool used in the course is chosen with the job market in mind, making the experience more than just theoretical.
Is This Course Right for You?
The job-oriented JavaScript course from Coding Brushup is ideal for:
Students and freshers aiming for their first developer role
Working professionals switching to web development
Self-learners needing a structured path and mentorship
Freelancers who want to sharpen their JS skills for better projects
No prior programming experience is required. All you need is commitment and a willingness to learn.
Conclusion: Your JavaScript Journey Starts Now
Mastering JavaScript in 30 days may sound ambitious, but with the right roadmap, resources, and mentorship, it's absolutely possible. At Coding Brushup, we combine technical instruction with career guidance to ensure you're not just learning JavaScript—you're learning how to use it in the real world.
Ready to launch your career in web development?
👉 Enroll in the Job-Oriented JavaScript Course by Coding Brushup and start your 30-day journey to mastering JavaScript today!
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neiljordansimon · 2 months ago
Text
Common Mistakes to Avoid in JavaScript Development
JavaScript is a powerful yet flexible language, which can sometimes lead to subtle bugs and performance issues if not used correctly. Whether you're a developer or a business looking to hire JavaScript development companies in USA, understanding these common pitfalls can help ensure high-quality, maintainable, and efficient code.
1. Not Using Strict Mode
'use strict'; helps catch silent errors by enforcing stricter parsing and error handling. Many top JavaScript development companies in USA enforce strict mode to avoid:
Accidental global variables (missing var, let, or const)
Duplicate parameter names
Deleting undeletable properties
Solution: Always enable strict mode at the top of scripts or functions.
2. Ignoring Asynchronous Behavior
JavaScript’s non-blocking nature can lead to unexpected behavior if not handled properly:
Callback Hell: Nested callbacks make code unreadable.
Unhandled Promises: Forgetting .catch() in promises can hide errors.
Race Conditions: Async operations completing out of expected order.
Solution: Use async/await or Promises with proper error handling.
3. Memory Leaks
Poor memory management can slow down applications over time. Common causes:
Unreleased Event Listeners (not removing them when no longer needed)
Global Variables (accidentally storing large data in global scope)
Closures holding references unnecessarily
Solution: Use browser DevTools to monitor memory usage and clean up resources.
4. Improper Variable Scoping
Using var instead of let or const can lead to:
Hoisting issues (variables being accessible before declaration)
Block-scope confusion (variables leaking outside loops/conditionals)
Solution: Prefer const for constants and let for block-scoped variables.
5. Not Handling Errors Gracefully
Failing to implement proper error handling leads to crashes and poor UX. Common mistakes:
Silent Failures (ignoring try-catch in async operations)
Generic Error Messages (not logging meaningful debug info)
Solution: Use structured error handling and logging (e.g., Sentry, Winston).
6. Overlooking Cross-Browser Compatibility
Not all browsers support the latest JavaScript features. Issues include:
Missing polyfills for modern ES6+ features
Inconsistent API support (e.g., fetch in older browsers)
Solution: Use Babel for transpilation and feature detection instead of browser sniffing.
7. Poor Performance Optimization
JavaScript can become sluggish if not optimized:
Excessive DOM Manipulation (causing reflows/repaints)
Blocking the Event Loop (long-running synchronous tasks)
Inefficient Loops (using forEach when for...of or while is better)
Solution: Use debouncing/throttling for events and Web Workers for CPU-heavy tasks.
8. Not Testing Thoroughly
Skipping tests leads to bugs in production. Common gaps:
No Unit Tests (using Jest, Mocha)
Missing Edge Cases (unhandled null/undefined inputs)
No End-to-End Testing (Cypress, Playwright)
Solution: Leading JavaScript development companies in USA enforce test-driven development (TDD) for reliability.
9. Security Vulnerabilities
JavaScript apps are prone to attacks if not secured:
XSS (Cross-Site Scripting) – Sanitize user inputs with DOMPurify.
CSRF (Cross-Site Request Forgery) – Use anti-CSRF tokens.
Insecure Dependencies – Regularly audit packages with npm audit.
Solution: Follow OWASP guidelines and conduct security audits.
10. Choosing the Wrong Framework/Library
Not every project needs React, Angular, or Vue. Mistakes include:
Over-engineering (using a heavy framework for a simple site)
Ignoring SSR (Server-Side Rendering) leading to poor SEO
Solution: Evaluate project needs before selecting a tech stack.
Why Partner with Top JavaScript Development Companies in USA?
Avoiding these mistakes requires expertise. The best JavaScript development companies in USA follow: ✔ Best practices in coding standards ✔ Performance optimization techniques ✔ Security-first development ✔ Comprehensive testing strategies
By being aware of these pitfalls and working with experienced developers, you can build robust, scalable, and high-performing JavaScript applications.
0 notes
this-week-in-rust · 2 months ago
Text
This Week in Rust 598
Hello and welcome to another issue of This Week in Rust! Rust is a programming language empowering everyone to build reliable and efficient software. This is a weekly summary of its progress and community. Want something mentioned? Tag us at @thisweekinrust.bsky.social on Bluesky or @ThisWeekinRust on mastodon.social, or send us a pull request. Want to get involved? We love contributions.
This Week in Rust is openly developed on GitHub and archives can be viewed at this-week-in-rust.org. If you find any errors in this week's issue, please submit a PR.
Want TWIR in your inbox? Subscribe here.
Updates from Rust Community
Official
Announcing rustup 1.28.2
Project/Tooling Updates
Announcing Malai - Share your dev server (and more) over P2P
Streaming data analytics, Fluvio 0.17.2 release
Leptos v0.8.0
This Month in Redox - April 2025
Observations/Thoughts
Automatic interleaving of high-level concurrent operations
Flattening Rust's Learning Curve
The Evolution of Rust
std::mem is... interesting
[audio] Svix with Tom Hacohen
Rust Walkthroughs
Authentication with Axum
Newtyped Indices are Proofs
What is my fuzzer doing?
A Rust API Inspired by Python, Powered by Serde
How to create small and secure Docker images for Rust (FROM scratch)
[video] Rust + SQLite: Complete Tutorial (Schema, CRUD, JSON & Async)
Research
An Interactive Debugger for Rust Trait Errors
RustAssistant: Using LLMs to Fix Compilation Errors in Rust Code
Miscellaneous
Memory-safe sudo to become the default in Ubuntu
How To Get A Rust Job Part I: Companies Already Using Rust
GOSIM Spotlight Finalists at RustWeek
Crate of the Week
This week's crate is structstruck, a proc-macro crate for enabling nested struct/enum definitions.
Thanks to Julius Michaelis for the self-suggestion!
Please submit your suggestions and votes for next week!
Calls for Testing
An important step for RFC implementation is for people to experiment with the implementation and give feedback, especially before stabilization.
If you are a feature implementer and would like your RFC to appear in this list, add a call-for-testing label to your RFC along with a comment providing testing instructions and/or guidance on which aspect(s) of the feature need testing.
No calls for testing were issued this week by Rust, Rust language RFCs or Rustup.
Let us know if you would like your feature to be tracked as a part of this list.
RFCs
Rust
Rustup
If you are a feature implementer and would like your RFC to appear on the above list, add the new call-for-testing label to your RFC along with a comment providing testing instructions and/or guidance on which aspect(s) of the feature need testing.
Call for Participation; projects and speakers
CFP - Projects
Always wanted to contribute to open-source projects but did not know where to start? Every week we highlight some tasks from the Rust community for you to pick and get started!
Some of these tasks may also have mentors available, visit the task page for more information.
* Hyperswitch - Move connector-specific utility functions to respective connector modules * Hyperswitch - Refactor ACI connector to reuse utilities from utils.rs * Hyperswitch - Analyze and remove unused functions in connector/utils.rs * rama - add ffi/rama-rhai: support ability to use services and layers written in rhai * rama - support (TLS) peetprint in rama-net fingerprinting * rama - support akamai h2 passive fingerprint and expose in echo + fp services * rama - add into_stream to BodyExtractExt trait
If you are a Rust project owner and are looking for contributors, please submit tasks here or through a PR to TWiR or by reaching out on X (formerly Twitter) or Mastodon!
CFP - Events
Are you a new or experienced speaker looking for a place to share something cool? This section highlights events that are being planned and are accepting submissions to join their event as a speaker.
No Calls for papers or presentations were submitted this week.
If you are an event organizer hoping to expand the reach of your event, please submit a link to the website through a PR to TWiR or by reaching out on X (formerly Twitter) or Mastodon!
Updates from the Rust Project
447 pull requests were merged in the last week
Compiler
handle paren in macro expand for let-init-else expr
implement or-patterns for pattern types
initial support for dynamically linked crates
mir-opt: execute MatchBranchSimplification after GVN
refactor rustc_on_unimplemented's filter parser
perf: optimize the codegen for Span::from_expansion
perf: delay checking of #[rustc_no_implicit_autorefs] in autoref lint
perf: simplify LazyAttrTokenStream
perf: use a closure instead of three chained iterators
transmutability: merge contiguous runs with a common destination
transmutability: uninit transition matches unit byte only
Library
avoid redundant WTF-8 checks in PathBuf
delegate to inner vec::IntoIter from env::ArgsOs
implement Iterator::last for vec::IntoIter
stabilize ptr::swap_nonoverlapping in const
stabilize select_unpredictable
streamline the format macro
Cargo
cargo add: suggest similarly named features
in package-workspace, keep dev-dependencies if they have a version
Rustdoc
fix doctest heuristic for main fn wrapping
Rustfmt
also allow bool literals as first item of let chain
Clippy
don't warn about unloaded crates
fix collapsible_if false positive on block stmt before expr
fix manual_unwrap_or_default false positive on ref binding
fix: manual_slice_fill false positive on IndexMut overload
fix: unused_async false positive on default impl
gate collapsible_if let_chains lints on edition 2024 and MSRV
Rust-Analyzer
add PGO support to install
better handle parallelism in cache priming
disable fixpoint for variance computation temporarily
add an assist to unwrap a type with a generic arg
correct assoc ty bound var starting index
correct span info for mir::Operand
don't panic on some weird code
fix move_bounds assists not working for lifetimes
fix incorrect handling of unresolved non-module imports in name resolution
fix proc-macro API creating malformed negative literals
implement mut to const ptr cast for method resolution
improve parser recovery a bit
negative nums in concat! expansion
remove unnecessary token length check for macros in renaming
improve the let code snippet
render more lifetimes
support environment variable CARGO_MANIFEST_PATH
Rust Compiler Performance Triage
A relatively noisy week due to addition of new benchmarks as part of our 2025 benchmark update, and a number of large regressions in a rollup landing late in the week (and so not yet investigated).
Triage done by @simulacrum. Revision range: 25cdf1f6..62c5f58f
2 Regressions, 2 Improvements, 6 Mixed; 3 of them in rollups 31 artifact comparisons made in total
Full report here.
Approved RFCs
Changes to Rust follow the Rust RFC (request for comments) process. These are the RFCs that were approved for implementation this week:
No RFCs were approved this week.
Final Comment Period
Every week, the team announces the 'final comment period' for RFCs and key PRs which are reaching a decision. Express your opinions now.
Tracking Issues & PRs
Rust
Temporary lifetime extension through tuple struct and tuple variant constructors
Stabilize the avx512 target features
Make missing_fragment_specifier an unconditional error
Error on recursive opaque ty in HIR typeck
Add std::io::Seek instance for std::io::Take
remove intrinsics::drop_in_place
Stabilize tcp_quickack
Change the desugaring of assert! for better error output
[Tracking Issue for non_null_from_ref](https://github.com/rust-lang/rust/issues/130823)
Make well-formedness predicates no longer coinductive
Fix parameter order for _by() variants of min / max/ minmax in std::cmp
Finalize repeat expr inference behaviour with inferred repeat counts
Implement (part of) ACP 429: add DerefMut to Lazy[Cell/Lock]
Other Areas
Cargo
Stabilize doctest-xcompile
Rust RFCs
RFC: map_or_default in Option and Result
No Items entered Final Comment Period this week for Language Reference, Language Team or Unsafe Code Guidelines.
Let us know if you would like your PRs, Tracking Issues or RFCs to be tracked as a part of this list.
New and Updated RFCs
RFC: enable derive(From) for single-field structs
#![register_{attribute,lint}_tool]
RFC: Add an attribute for raising the alignment of various items
Upcoming Events
Rusty Events between 2025-05-07 - 2025-06-04 🦀
Virtual
2025-05-07 | Virtual (Indianapolis, IN, US) | Indy Rust
Indy.rs - with Social Distancing
2025-05-07 | Virtual (Rotterdam, NL) | Bevy Game Development
Bevy Meetup #10
2025-05-08 | Virtual (Berlin, DE) | Rust Berlin
Rust Hack and Learn
2025-05-08 | Virtual (Girona, ES) | Rust Girona
Sessió setmanal de codificació / Weekly coding session
2025-05-08 | Virtual (Tel Aviv-Yafo, IL) | Rust 🦀 TLV
שיחה חופשית ווירטואלית על ראסט
2025-05-08 | Virtual (Zürich, CH) | Rust Zürisee
🦀 Celebrating 10 years of Rust 1.0 (co-event with berline.rs) 🦀
2025-05-10 | Virtual | Leptos Community
Leptos Meetup: 0.8 Release and Server Fn Websockets Demo
2025-05-11 | Virtual (Dallas, TX, US) | Dallas Rust User Meetup
Rust Readers Discord Discussion: Async Rust
2025-05-11 | Virtual (Dallas, TX, US) | Dallas Rust User Meetup
Rust Readers Discord Discussion: Async Rust
2025-05-13 | Virtual (Dallas, TX, US) | Dallas Rust User Meetup
Second Tuesday
2025-05-15 | Hybrid (Redmond, WA, US) | Seattle Rust User Group
May, 2025 SRUG (Seattle Rust User Group) Meetup
2025-05-15 | Virtual (Joint Meetup, Europe + Israel) | Rust Berlin, Rust Paris, London Rust Project Group, Rust Zürisee, Rust TLV, Rust Nürnberg, Rust Munich, Rust Aarhus, lunch.rs
🦀 Celebrating 10 years of Rust 1.0 🦀
2025-05-15 | Virtual (Girona, ES) | Rust Girona
Sessió setmanal de codificació / Weekly coding session
2025-05-18 | Virtual (Dallas, TX, US) | Dallas Rust User Meetup
Rust Readers Discord Discussion: Async Rust
2025-05-19 | Virtual (Tel Aviv-Yafo, IL) | Rust 🦀 TLV
Tauri: Cross-Platform desktop applications with Rust and web technologies
2025-05-20 | Virtual (London, UK) | Women in Rust
Threading through lifetimes of borrowing - the Rust way
2025-05-20 | Virtual (Tel Aviv, IL) | Code Mavens 🦀 - 🐍 - 🐪
Rust at Work a conversation with Ran Reichman Co-Founder & CEO of Flarion
2025-05-20 | Virtual (Washington, DC, US) | Rust DC
Mid-month Rustful
2025-05-21 | Hybrid (Vancouver, BC, CA) | Vancouver Rust
Rust Study/Hack/Hang-out
2025-05-22 | Virtual (Berlin, DE) | Rust Berlin
Rust Hack and Learn
2025-05-22 | Virtual (Girona, ES) | Rust Girona
Sessió setmanal de codificació / Weekly coding session
2025-05-25 | Virtual (Dallas, TX, US) | Dallas Rust User Meetup
Rust Readers Discord Discussion: Async Rust
2025-05-25 | Virtual (Dallas, TX, US) | Dallas Rust User Meetup
Rust Readers Discord Discussion: Async Rust
2025-05-27 | Virtual (Dallas, TX, US) | Dallas Rust User Meetup
Fourth Tuesday
2025-05-27 | Virtual (Tel Aviv, IL) | Code Mavens 🦀 - 🐍 - 🐪
Rust at Work - conversation with Eli Shalom & Igal Tabachnik of Eureka Labs
2025-05-29 | Virtual (Nürnberg, DE) | Rust Nuremberg
Rust Nürnberg online
2025-06-01 | Virtual (Dallas, TX, US) | Dallas Rust User Meetup
Rust Readers Discord Discussion: Async Rust
2025-06-04 | Virtual (Indianapolis, IN, US) | Indy Rust
Indy.rs - with Social Distancing
Asia
2025-05-17 | Delhi, IN | Rust Delhi
Rust Delhi Meetup #10
2025-05-24 | Bangalore/Bengaluru, IN | Rust Bangalore
May 2025 Rustacean meetup
Europe
2025-05-07 | Girona, ES | Rust Girona
Rust Girona Hack & Learn 05 2025
2025-05-07 | Köln, DE | Rust Cologne
Rust in May: FFI
2025-05-07 | Madrid, ES | MadRust
VII Lenguajes, VII Perspectivas, I Problema
2025-05-07 | Oxford, UK | Oxford Rust Meetup Group
Oxford Rust and C++ social
2025-05-08 | Gdansk, PL | Rust Gdansk
Rust Gdansk Meetup #8
2025-05-08 | London, UK | London Rust Project Group
Adopting Rust (Hosted by Lloyds bank)
2025-05-12 | Amsterdam, NL | RustNL
Bowling at Rust Week
2025-05-12 | Amsterdam, NL | RustNL
Create your rusty steel Rust logo!
2025-05-12 | Amsterdam, NL | RustNL
Walking Tour around Utrecht - Monday (afternoon)
2025-05-12 | Amsterdam, NL | RustNL
Walking Tour around Utrecht - Monday
2025-05-13 | Amsterdam, NL | RustNL
RustWeek 2025 announcement
2025-05-13 - 2025-05-17 | Utrecht, NL | Rust NL
RustWeek 2025
2025-05-14 | Reading, UK | Reading Rust Workshop
Reading Rust Meetup
2025-05-15 | Oslo, NO | Rust Oslo
Rust 10-year anniversary @ Appear
2025-05-16 | Amsterdam, NL | RustNL
Rust Week Hackathon
2025-05-16 | Utrecht, NL | Rust NL Meetup Group
RustWeek Hackathon
2025-05-17 | Amsterdam, NL | RustNL
Walking Tour around Utrecht - Saturday
2025-05-20 | Aarhus, DK | Rust Aarhus
Hack Night - Robot Edition
2025-05-20 | Leipzig, SN, DE | Rust - Modern Systems Programming in Leipzig
Topic TBD
2025-05-22 | Augsburg, DE | Rust Augsburg
Rust meetup #13
2025-05-22 | Bern, CH | Rust Bern
2025 Rust Talks Bern #3 @zentroom
2025-05-22 | Paris, FR | Rust Paris
Rust meetup #77
2025-05-22 | Stockholm, SE | Stockholm Rust
Rust Meetup @UXStream
2025-05-27 | Basel, CH | Rust Basel
Rust Meetup #11 @ Letsboot Basel
2025-05-29 | Oslo, NO | Rust Oslo
Rust Hack'n'Learn at Kampen Bistro
2025-06-04 | München, DE | Rust Munich
Rust Munich 2025 / 2 - Hacking Evening
2025-06-04 | Oxford, UK | Oxford Rust Meetup Group
Oxford Rust and C++ social
North America
2025-05-07 | Chicago, IL, US | Chicago Rust Meetup
Rust Happy Hour
2025-05-08 | México City, MX | Rust MX
Calculando con el compilador: Compiler time vs Run time. Introducción a uv
2025-05-08 | Portland, OR, US | PDXRust
Apache DataFusion: A Fast, Extensible, Modular Analytic Query Engine in Rust
2025-05-11 | Boston, MA, US | Boston Rust Meetup
Porter Square Rust Lunch, May 11
2025-05-13 | New York, NY, US | Rust NYC
Multi-Platform App in Rust @ Warp.dev && Verifying Rust's Stdlib @ CMU
2025-05-15 | Mountain View, CA, US | Hacker Dojo
RUST MEETUP at HACKER DOJO
2025-05-15 | Nashville, TN, US | Music City Rust Developers
Using Rust For Web Series 2 : Why you, Yes You. Should use Hyperscript!
2025-05-15 | Hybrid (Redmond, WA, US) | Seattle Rust User Group
May, 2025 SRUG (Seattle Rust User Group) Meetup
2025-05-20 | San Francisco, CA, US | San Francisco Rust Study Group
Rust Hacking in Person
2025-05-21 | Hybrid (Vancouver, BC, CA) | Vancouver Rust
Rust Study/Hack/Hang-out
2025-05-28 | Austin, TX, US | Rust ATX
Rust Lunch - Fareground
2025-05-29 | Atlanta, GA, US | Rust Atlanta
Rust-Atl
South America
2025-05-28 | Montevideo, DE, UY | Rust Meetup Uruguay
Primera meetup de Rust de 2025!
2025-05-31 | São Paulo, BR | Rust São Paulo Meetup
Encontro do Rust-SP na WillBank
If you are running a Rust event please add it to the calendar to get it mentioned here. Please remember to add a link to the event too. Email the Rust Community Team for access.
Jobs
Please see the latest Who's Hiring thread on r/rust
Quote of the Week
Well, the answer is basically yes. Our firmware is all Rust. Every component of our autonomy stack is Rust. Our app is 50% in Rust. And, our visualization tools are in Rust. Our production tools are in rust. The production QC software, which we ship to China, is in rust. Our internal websites are in rust. It's rust all over. We’ve drank the Rust Kool-Aid. In fact, there is no Python installed on the robots. This is not to dis Python at all, but it’s just simply not there.
We use Python for neural network training. But Python is boxed to that. Everything else is Rust. And, the advantage of using Rust exponentially builds up.
– Vivek Bagaria on filtra.io
Thanks to Brian Kung for the suggestion!
Please submit quotes and vote for next week!
This Week in Rust is edited by: nellshamrell, llogiq, cdmistman, ericseppanen, extrawurst, U007D, joelmarcey, mariannegoldin, bennyvasquez, bdillo
Email list hosting is sponsored by The Rust Foundation
Discuss on r/rust
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sruthypm · 2 months ago
Text
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sparxsys23 · 3 months ago
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Supercharging Jira Cloud with Forge Services: A Look Through Sparxsys Solutions
In the world of agile teams and modern project management, Jira Cloud has become a cornerstone tool for collaboration, task tracking, and workflow automation. But with every versatile platform comes the need for customization—and that’s where Jira Forge shines.
With Forge, Atlassian provides a cloud-native development platform that enables developers to create secure, scalable, and reliable apps right within the Jira ecosystem. Among Forge’s most powerful features are Forge Services, which help developers interact with Jira's APIs, manage storage, call external APIs, and more—all while keeping performance and security in check.
In this post, we’ll explore how Jira Forge Services can transform your Jira experience, and we’ll look at how companies like Sparxsys Solutions are leveraging this technology to build real-world apps that solve specific business problems.
What Are Jira Forge Services?
Atlassian Forge Services are a collection of pre-packaged modules that simplify tasks such as:
Storing data (@forge/storage)
Calling remote APIs (@forge/api)
Authenticating with third-party systems (@forge/oauth)
Fetching information from Jira itself (@forge/jira)
These services eliminate the need to set up separate backend infrastructure. Everything runs in Atlassian’s secure cloud, which means no separate servers or databases to maintain.
This serverless model greatly reduces development complexity and security risks, making Forge the ideal platform for small and enterprise teams alike.
Why Use Forge Services?
Whether you’re building an internal Jira app for your organization or creating a marketplace app for global users, Forge Services offer some clear benefits:
Security by Design: Forge apps operate within Atlassian’s security sandbox, so you don’t have to worry about common vulnerabilities like SQL injection or cross-site scripting.
Simplified Development: With built-in services like @forge/api, calling the Jira REST API becomes a breeze. No need to handle authentication headers manually.
Scalability: Since the apps run in the cloud, they scale automatically based on demand.
Low Maintenance: Forge handles hosting, security, and patching, which reduces the overhead for developers.
Real-World Implementation: Sparxsys Solutions
One of the standout players in the Atlassian ecosystem is Sparxsys Solutions, a leading consultancy that specializes in Jira, Confluence, and Atlassian app development. Known for their contributions to the Atlassian Marketplace and strong community presence, Sparxsys has been at the forefront of leveraging Forge Services.
In one of their recent projects, Sparxsys developed a custom Forge app to help a client automate Jira issue creation based on incoming emails from a specific service. Using Forge’s API and storage services, they created an app that:
Listens to email events via a webhook
Parses the email content
Extracts relevant information
Creates a Jira issue automatically with all required custom fields
All of this was done without deploying a single server. The result was a lean, maintainable, and highly scalable solution that was delivered in record time.
A Glimpse at the Code
Here’s a simple example of how @forge/api can be used in a Forge app to fetch Jira issues:
javascript
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import api from '@forge/api'; export async function run() { const response = await api.asApp().requestJira('/rest/api/3/search?jql=assignee=currentUser()'); const data = await response.json(); console.log(data); }
In just a few lines, developers can interact with Jira data securely and efficiently. No tokens, no auth headaches—just clean, direct API access.
What About Forge Limitations?
Forge is still evolving, and there are a few limitations developers should be aware of:
Not all Jira REST API endpoints are currently supported.
Timeouts can affect long-running processes.
Limited ability to run background jobs (though Atlassian is improving this with scheduled triggers).
That said, Forge is gaining features rapidly, and the benefits of serverless architecture often outweigh these limitations for many use cases.
Final Thoughts
Jira Forge Services represent a major leap forward in Atlassian app development. They offer a blend of security, scalability, and simplicity that’s hard to match with traditional app frameworks. By offloading infrastructure concerns, Forge lets developers focus purely on creating value.
Companies like Sparxsys Solutions are already building innovative, real-world solutions on this platform—and that’s just the beginning. Whether you're a seasoned Jira admin or a developer looking to break into the Atlassian ecosystem, now is the perfect time to explore what Forge Services can offer.
Want to get started? Visit the Forge Developer Hub and start building your first app today.
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techstuff19 · 12 days ago
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Why Headless WordPress + Next.js is a Future-Proof Solution
As digital experiences become more dynamic and omnichannel, the need for a flexible, high-performance web architecture is more critical than ever. One powerful combination that has emerged is Headless WordPress with Next.js, a future-proof stack that bridges the ease of content management with the performance of modern frontend frameworks.
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Whether you’re building a blog, corporate site, or complex eCommerce solution, this pairing gives you the scalability and control you need for the long run.
Why Go Headless?
Traditional CMS platforms like WordPress come with tight coupling between frontend and backend, which can be limiting in terms of performance, SEO, and flexibility. With a headless CMS setup, WordPress acts as a pure content backend, while Next.js handles the frontend rendering.
When it comes to online stores, combining WordPress with modern frontend solutions delivers the benefits of eCommerce CMS  better UI/UX, enhanced performance, and seamless integration across sales channels.
Sample Integration: Fetching WordPress Posts with Next.js
You can easily fetch content from your WordPress site using its REST API:
Js
// lib/api.js
export async function getPosts() {
  const res = await fetch('https://yourwordpressdomain.com/wp-json/wp/v2/posts');
  const posts = await res.json();
  return posts;
}
Then render in a Next.js page:
js
// pages/index.js
import { getPosts } from '../lib/api';
export default function Home({ posts }) {
  return (
    <div>
      <h1>Latest Posts</h1>
      {posts.map(post => (
        <div key={post.id}>
          <h2 dangerouslySetInnerHTML={{ __html: post.title.rendered }} />
          <div dangerouslySetInnerHTML={{ __html: post.excerpt.rendered }} />
        </div>
      ))}
    </div>
  );
}
export async function getStaticProps() {
  const posts = await getPosts();
  return {
    props: { posts }
  };
}
This approach allows you to build static or server-rendered sites that are lightning fast and SEO-friendly.
DevOps Bonus: Automate with CI/CD
Maintaining performance and deployment consistency is key. Automating builds via GitHub Actions ensures smooth rollout. If you're new to it, here’s a handy guide on CI/CD Pipelines for Next.js Projects with GitHub Actions.
When to Hire Experts
Implementing a headless architecture can be technically demanding. If you want to streamline development, performance optimization, and integration, it’s smart to hire Next.js developers who are experienced with CMS and modern web standards.
Final Thoughts
Combining Headless WordPress with Next.js is more than a tech trend it’s a strategic move toward speed, security, and scalability. With a modern CMS on the backend and a performance-first frontend, your digital product is ready for the future.
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