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GraphQL Scalar Type & Object Type Explained with Examples for API Develo... Full Video Link - https://youtube.com/shorts/-FNUPdoJOVIHi, a new #video on #graphql #scalar & #object #type published on #codeonedigest #youtube channel. @java #java #awscloud @awscloud #aws @AWSCloudIndia #Cloud #CloudComputing @YouTube #youtube #azure #msazure #codeonedigest @codeonedigest #graphql #graphqltutorial #graphql #graphqltutorial #graphql #graphqltutorialforbeginners #graphqlscalartype #graphqlobjectargument #graphqlobjectfield #graphqlobjectnullprototype #graphqlobjecttype #graphqltypeunion #graphqltyperesolver #graphqltypesafety #graphqltypevsinterface #graphqlexplained #graphqlexample #graphqlexampletutorial #graphqlapicalls #graphqlapiproject #graphqlcrashcourse #graphqldeveloper #graphqlexplainedin100seconds #graphqlapijava #api #microservice
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This Week in Rust 534
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 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.
Updates from Rust Community
Official
Announcing Rust 1.76.0
This Development-cycle in Cargo: 1.77
Project/Tooling Updates
zbus 4.0 released. zbus is a pure Rust D-Bus crate. The new version brings a more ergonomic and safer API. Release: zbus4
This Month in Rust OSDev: January 2024
Rerun 0.13 - real-time kHz time series in a multimodal visualizer
egui 0.26 - Text selection in labels
Hello, Selium! Yet another streaming platform, but easier
Observations/Thoughts
Which red is your function?
Porting libyaml to Safe Rust: Some Thoughts
Design safe collection API with compile-time reference stability in Rust
Cross compiling Rust to win32
Modular: Mojo vs. Rust: is Mojo 🔥 faster than Rust 🦀 ?
Extending Rust's Effect System
Allocation-free decoding with traits and high-ranked trait bounds
Cross-Compiling Your Project in Rust
Kind: Our Rust library that provides zero-cost, type-safe identifiers
Performance Roulette: The Luck of Code Alignment
Too dangerous for C++
Building an Uptime Monitor in Rust
Box Plots at the Olympics
Rust in Production: Interview with FOSSA
Performance Pitfalls of Async Function Pointers (and Why It Might Not Matter)
Error management in Rust, and libs that support it
Finishing Turborepo's migration from Go to Rust
Rust: Reading a file line by line while being mindful of RAM usage
Why Rust? It's the safe choice
[video] Rust 1.76.0: 73 highlights in 24 minutes!
Rust Walkthroughs
Rust/C++ Interop Part 1 - Just the Basics
Rust/C++ Interop Part 2 - CMake
Speeding up data analysis with Rayon and Rust
Calling Rust FFI libraries from Go
Write a simple TCP chat server in Rust
[video] Google Oauth with GraphQL API written in Rust - part 1. Registration mutation.
Miscellaneous
The book "Asynchronous Programming in Rust" is released
January 2024 Rust Jobs Report
Chasing a bug in a SAT solver
Rust for hardware vendors
[audio] How To Secure Your Audio Code Using Rust With Chase Kanipe
[audio] Tweede Golf - Rust in Production Podcast
[video] RustConf 2023
[video] Decrusting the tracing crate
Crate of the Week
This week's crate is microflow, a robust and efficient TinyML inference engine for embedded systems.
Thanks to matteocarnelos for the self-suggestion!
Please submit your suggestions and votes for next week!
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 - [FEATURE]: Setup code coverage for local tests & CI * Hyperswitch - [FEATURE]: Have get_required_value to use ValidationError in OptionExt
If you are a Rust project owner and are looking for contributors, please submit tasks here.
CFP - Speakers
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.
Devoxx PL 2024 | CFP closes 2024-03-01 | Krakow, Poland | Event date: 2024-06-19 - 2024-06-21
RustFest Zürich 2024 CFP closes 2024-03-31 | Zürich, Switzerland | Event date: 2024-06-19 - 2024-06-24
If you are an event organizer hoping to expand the reach of your event, please submit a link to the submission website through a PR to TWiR.
Updates from the Rust Project
466 pull requests were merged in the last week
add armv8r-none-eabihf target for the Cortex-R52
add lahfsahf and prfchw target feature
check_consts: fix duplicate errors, make importance consistent
interpret/write_discriminant: when encoding niched variant, ensure the stored value matches
large_assignments: Allow moves into functions
pattern_analysis: gather up place-relevant info
pattern_analysis: track usefulness without interior mutability
account for non-overlapping unmet trait bounds in suggestion
account for unbounded type param receiver in suggestions
add support for custom JSON targets when using build-std
add unstable -Z direct-access-external-data cmdline flag for rustc
allow restricted trait impls under #[allow_internal_unstable(min_specialization)]
always check the result of pthread_mutex_lock
avoid ICE in drop recursion check in case of invalid drop impls
avoid a collection and iteration on empty passes
avoid accessing the HIR in the happy path of coherent_trait
bail out of drop elaboration when encountering error types
build DebugInfo for async closures
check that the ABI of the instance we are inlining is correct
clean inlined type alias with correct param-env
continue to borrowck even if there were previous errors
coverage: split out counter increment sites from BCB node/edge counters
create try_new function for ThinBox
deduplicate tcx.instance_mir(instance) calls in try_instance_mir
don't expect early-bound region to be local when reporting errors in RPITIT well-formedness
don't skip coercions for types with errors
emit a diagnostic for invalid target options
emit more specific diagnostics when enums fail to cast with as
encode coroutine_for_closure for foreign crates
exhaustiveness: prefer "0..MAX not covered" to "_ not covered"
fix ICE for deref coercions with type errors
fix ErrorGuaranteed unsoundness with stash/steal
fix cycle error when a static and a promoted are mutually recursive
fix more ty::Error ICEs in MIR passes
for E0223, suggest associated functions that are similar to the path
for a rigid projection, recursively look at the self type's item bounds to fix the associated_type_bounds feature
gracefully handle non-WF alias in assemble_alias_bound_candidates_recur
harmonize AsyncFn implementations, make async closures conditionally impl Fn* traits
hide impls if trait bound is proven from env
hir: make sure all HirIds have corresponding HIR Nodes
improve 'generic param from outer item' error for Self and inside static/const items
improve normalization of Pointee::Metadata
improve pretty printing for associated items in trait objects
introduce enter_forall to supercede instantiate_binder_with_placeholders
lowering unnamed fields and anonymous adt
make min_exhaustive_patterns match exhaustive_patterns better
make it so that async-fn-in-trait is compatible with a concrete future in implementation
make privacy visitor use types more (instead of HIR)
make traits / trait methods detected by the dead code lint
mark "unused binding" suggestion as maybe incorrect
match lowering: consistently lower bindings deepest-first
merge impl_polarity and impl_trait_ref queries
more internal emit diagnostics cleanups
move path implementations into sys
normalize type outlives obligations in NLL for new solver
print image input file and checksum in CI only
print kind of coroutine closure
properly handle async block and async fn in if exprs without else
provide more suggestions on invalid equality where bounds
record coroutine kind in coroutine generics
remove some unchecked_claim_error_was_emitted calls
resolve: unload speculatively resolved crates before freezing cstore
rework support for async closures; allow them to return futures that borrow from the closure's captures
static mut: allow mutable reference to arbitrary types, not just slices and arrays
stop bailing out from compilation just because there were incoherent traits
suggest [tail @ ..] on [..tail] and [...tail] where tail is unresolved
suggest less bug-prone construction of Duration in docs
suggest name value cfg when only value is used for check-cfg
suggest pattern tests when modifying exhaustiveness
suggest turning if let into irrefutable let if appropriate
suppress suggestions in derive macro
take empty where bounds into account when suggesting predicates
toggle assert_unsafe_precondition in codegen instead of expansion
turn the "no saved object file in work product" ICE into a translatable fatal error
warn on references casting to bigger memory layout
unstably allow constants to refer to statics and read from immutable statics
use the same mir-opt bless targets on all platforms
enable MIR JumpThreading by default
fix mir pass ICE in the presence of other errors
miri: fix ICE with symbolic alignment check on extern static
miri: implement the mmap64 foreign item
prevent running some code if it is already in the map
A trait's local impls are trivially coherent if there are no impls
use ensure when the result of the query is not needed beyond its Resultness
implement SystemTime for UEFI
implement sys/thread for UEFI
core/time: avoid divisions in Duration::new
core: add Duration constructors
make NonZero constructors generic
reconstify Add
replace pthread RwLock with custom implementation
simd intrinsics: add simd_shuffle_generic and other missing intrinsics
cargo: test-support: remove special case for $message_type
cargo: don't add the new package to workspace.members if there is no existing workspace in Cargo.toml
cargo: enable edition migration for 2024
cargo: feat: add hint for adding members to workspace
cargo: fix confusing error messages for sparse index replaced source
cargo: fix: don't duplicate comments when editing TOML
cargo: relax a test to permit warnings to be emitted, too
rustdoc: Correctly generate path for non-local items in source code pages
bindgen: add target mappings for riscv64imac and riscv32imafc
bindgen: feat: add headers option
clippy: mem_replace_with_default No longer triggers on unused expression
clippy: similar_names: don't raise if the first character is different
clippy: to_string_trait_impl: avoid linting if the impl is a specialization
clippy: unconditional_recursion: compare by Tys instead of DefIds
clippy: don't allow derive macros to silence disallowed_macros
clippy: don't lint incompatible_msrv in test code
clippy: extend NONMINIMAL_BOOL lint
clippy: fix broken URL in Lint Configuration
clippy: fix false positive in redundant_type_annotations lint
clippy: add autofixes for unnecessary_fallible_conversions
clippy: fix: ICE when array index exceeds usize
clippy: refactor implied_bounds_in_impls lint
clippy: return Some from walk_to_expr_usage more
clippy: stop linting blocks_in_conditions on match with weird attr macro case
rust-analyzer: abstract more over ItemTreeLoc-like structs
rust-analyzer: better error message for when proc-macros have not yet been built
rust-analyzer: add "unnecessary else" diagnostic and fix
rust-analyzer: add break and return postfix keyword completions
rust-analyzer: add diagnostic with fix to replace trailing return <val>; with <val>
rust-analyzer: add incorrect case diagnostics for traits and their associated items
rust-analyzer: allow cargo check to run on only the current package
rust-analyzer: completion list suggests constructor like & builder methods first
rust-analyzer: improve support for ignored proc macros
rust-analyzer: introduce term search to rust-analyzer
rust-analyzer: create UnindexedProject notification to be sent to the client
rust-analyzer: substitute $saved_file in custom check commands
rust-analyzer: fix incorrect inlining of functions that come from MBE macros
rust-analyzer: waker_getters tracking issue from 87021 for 96992
rust-analyzer: fix macro transcriber emitting incorrect lifetime tokens
rust-analyzer: fix target layout fetching
rust-analyzer: fix tuple structs not rendering visibility in their fields
rust-analyzer: highlight rustdoc
rust-analyzer: preserve where clause when builtin derive
rust-analyzer: recover from missing argument in call expressions
rust-analyzer: remove unnecessary .as_ref() in generate getter assist
rust-analyzer: validate literals in proc-macro-srv FreeFunctions::literal_from_str
rust-analyzer: implement literal_from_str for proc macro server
rust-analyzer: implement convert to guarded return assist for let statement with type that implements std::ops::Try
Rust Compiler Performance Triage
Relatively balanced results this week, with more improvements than regressions. Some of the larger regressions are not relevant, however there was a real large regression on doc builds, that was caused by a correctness fix (rustdoc was doing the wrong thing before).
Triage done by @kobzol. Revision range: 0984becf..74c3f5a1
Summary:
(instructions:u) mean range count Regressions ❌ (primary) 2.1% [0.2%, 12.0%] 44 Regressions ❌ (secondary) 5.2% [0.2%, 20.1%] 76 Improvements ✅ (primary) -0.7% [-2.4%, -0.2%] 139 Improvements ✅ (secondary) -1.3% [-3.3%, -0.3%] 86 All ❌✅ (primary) -0.1% [-2.4%, 12.0%] 183
6 Regressions, 5 Improvements, 8 Mixed; 5 of them in rollups 53 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:
eRFC: Iterate on and stabilize libtest's programmatic output
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
RFC: Rust Has Provenance
Tracking Issues & PRs
Rust
[disposition: close] Implement Future for Option<F>
[disposition: merge] Tracking Issue for min_exhaustive_patterns
[disposition: merge] Make unsafe_op_in_unsafe_fn warn-by-default starting in 2024 edition
Cargo
[disposition: merge] feat: respect rust-version when generating lockfile
New and Updated RFCs
No New or Updated RFCs were created this week.
Call 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:
RFC: Checking conditional compilation at compile time
Testing steps
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.
Upcoming Events
Rusty Events between 2024-02-14 - 2024-03-13 💕 🦀 💕
Virtual
2024-02-15 | Virtual (Berlin, DE) | OpenTechSchool Berlin + Rust Berlin
Rust Hack and Learn | Mirror: Rust Hack n Learn
2024-02-15 | Virtual + In person (Praha, CZ) | Rust Czech Republic
Introduction and Rust in production
2024-02-19 | Virtual (Melbourne, VIC, AU)| Rust Melbourne
(Hybrid - in person & online) February 2024 Rust Melbourne Meetup - Day 1
2024-02-20 | Virtual (Melbourne, VIC, AU) | Rust Melbourne
(Hybrid - in person & online) February 2024 Rust Melbourne Meetup - Day 2
2024-02-20 | Virtual (Washington, DC, US) | Rust DC
Mid-month Rustful
2024-02-20 | Virtual | Rust for Lunch
Lunch
2024-02-21 | Virtual (Cardiff, UK) | Rust and C++ Cardiff
Rust for Rustaceans Book Club: Chapter 2 - Types
2024-02-21 | Virtual (Vancouver, BC, CA) | Vancouver Rust
Rust Study/Hack/Hang-out
2024-02-22 | Virtual (Charlottesville, NC, US) | Charlottesville Rust Meetup
Crafting Interpreters in Rust Collaboratively
2024-02-27 | Virtual (Dallas, TX, US) | Dallas Rust
Last Tuesday
2024-02-29 | Virtual (Berlin, DE) | OpenTechSchool Berlin + Rust Berlin
Rust Hack and Learn | Mirror: Rust Hack n Learn Meetup | Mirror: Berline.rs page
2024-02-29 | Virtual (Charlottesville, NC, US) | Charlottesville Rust Meetup
Surfing the Rusty Wireless Waves with the ESP32-C3 Board
2024-03-06 | Virtual (Indianapolis, IN, US) | Indy Rust
Indy.rs - with Social Distancing
2024-03-07 | Virtual (Charlottesville, NC, US) | Charlottesville Rust Meetup
Crafting Interpreters in Rust Collaboratively
2024-03-12 | Virtual (Dallas, TX, US) | Dallas Rust
Second Tuesday
2024-03-12 | Hybrid (Virtual + In-person) Munich, DE | Rust Munich
Rust Munich 2024 / 1 - hybrid
Asia
2024-02-17 | New Delhi, IN | Rust Delhi
Meetup #5
Europe
2024-02-15 | Copenhagen, DK | Copenhagen Rust Community
Rust Hacknight #2: Compilers
2024-02-15 | Praha, CZ - Virtual + In-person | Rust Czech Republic
Introduction and Rust in production
2024-02-21 | Lyon, FR | Rust Lyon
Rust Lyon Meetup #8
2024-02-22 | Aarhus, DK | Rust Aarhus
Rust and Talk at Partisia
2024-02-29 | Berlin, DE | Rust Berlin
Rust and Tell - Season start 2024
2024-03-12 | Munich, DE + Virtual | Rust Munich
Rust Munich 2024 / 1 - hybrid
North America
2024-02-15 | Boston, MA, US | Boston Rust Meetup
Back Bay Rust Lunch, Feb 15
2024-02-15 | Seattle, WA, US | Seattle Rust User Group
Seattle Rust User Group Meetup
2024-02-20 | New York, NY, US | Rust NYC
Rust NYC Monthly Mixer (Moved to Feb 20th)
2024-02-20 | San Francisco, CA, US | San Francisco Rust Study Group
Rust Hacking in Person
2024-02-21 | Boston, MA, US | Boston Rust Meetup
Evening Boston Rust Meetup at Microsoft, February 21
2024-02-22 | Mountain View, CA, US | Mountain View Rust Meetup
Rust Meetup at Hacker Dojo
2024-02-28 | Austin, TX, US | Rust ATX
Rust Lunch - Fareground
2024-03-07 | Mountain View, CA, US | Mountain View Rust Meetup
Rust Meetup at Hacker Dojo
Oceania
2024-02-19 | Melbourne, VIC, AU + Virtual | Rust Melbourne
(Hybrid - in person & online) February 2024 Rust Melbourne Meetup - Day 1
2024-02-20 | Melbourne, VIC, AU + Virtual | Rust Melbourne
(Hybrid - in person & online) February 2024 Rust Melbourne Meetup - Day 2
2024-02-27 | Canberra, ACT, AU | Canberra Rust User Group
February Meetup
2024-02-27 | Sydney, NSW, AU | Rust Sydney
🦀 spire ⚡ & Quick
2024-03-05 | Auckland, NZ | Rust AKL
Rust AKL: Introduction to Embedded Rust + The State of Rust UI
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
For some weird reason the Elixir Discord community has a distinct lack of programmer-socks-wearing queer furries, at least compared to Rust, or even most other tech-y Discord servers I’ve seen. It caused some weird cognitive dissonance. Why do I feel vaguely strange hanging out online with all these kind, knowledgeable, friendly and compassionate techbro’s? Then I see a name I recognized from elsewhere and my hindbrain goes “oh thank gods, I know for a fact she’s actually a snow leopard in her free time”. Okay, this nitpick is firmly tongue-in-cheek, but the Rust user-base continues to be a fascinating case study in how many weirdos you can get together in one place when you very explicitly say it’s ok to be a weirdo.
– SimonHeath on the alopex Wiki's ElixirNitpicks page
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, andrewpollack, U007D, kolharsam, joelmarcey, mariannegoldin, bennyvasquez.
Email list hosting is sponsored by The Rust Foundation
Discuss on r/rust
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Building a Scalable News Website with Headless CMS
In the digital age, news consumption is rapid, constant, and highly competitive. Users expect instant access to updates, seamless performance, and engaging design—whether on a smartphone, tablet, or desktop. To keep up with this demand, building a scalable news website is not optional—it’s essential.
In this blog, we’ll explore the key strategies, technologies, and features needed to create a modern news platform that can handle growing traffic, frequent content updates, and a diverse audience base without compromising performance.
Why Scalability Matters for News Platforms
News websites experience unpredictable traffic spikes—especially during breaking news, elections, or viral events. A scalable site ensures:
Zero downtime during peak loads
Consistent performance for global readers
Future growth without major overhauls
Must-Have Features for a Scalable News Platform
Dynamic Content Management Use a CMS (like WordPress, Drupal, or Headless CMS) that supports:
Custom post types (news, opinions, videos)
Real-time updates
Editorial workflows
Advanced Search & Filtering Allow users to easily find stories by keyword, category, date, or location. Consider integrating ElasticSearch or Algolia.
Responsive Design Ensure your layout is mobile-friendly and adapts to all screen sizes. Over 60% of news is now consumed on mobile devices.
User Roles & Permissions Separate responsibilities for reporters, editors, and admins with secure login systems and access control.
Content Delivery via API Enable easy syndication and sharing of content through REST or GraphQL APIs. This supports mobile apps, partner feeds, or even smart devices.
Conclusion
Building a scalable news website goes beyond great design—it’s about delivering reliable, real-time content to millions without interruption. Whether you're a local news agency or a national media house, laying the right technical foundation ensures long-term growth, trust, and engagement.
Let Qtriangle Infotech help you design, develop, and launch a future-ready news website that delivers performance, power, and speed. Contact us today!
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Integrating Spring Boot with GraphQL APIs Database
Create Powerful GraphQL APIs with Spring Boot and a Relational Database Modern GraphQL APIs are revolutionizing backend development by offering GraphQL APIs with Spring Boot – into scalable and efficient ways to manage data access. Spring Boot, paired with GraphQL, empowers Java developers to build type-safe, modular APIs with ease. This combination ensures strong schema control and seamless…
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Enhance Your Web Applications with TypeScript Development Services from Brain Inventory
Modern web development demands not just speed and functionality, but also scalability, readability, and maintainability. As JavaScript applications become increasingly complex, businesses are adopting TypeScript development services to write more robust and error-resistant code.

TypeScript, a superset of JavaScript, introduces static typing, better tooling, and developer-friendly features that help avoid runtime errors and improve team collaboration. At Brain Inventory, we offer comprehensive TypeScript development services, helping startups and enterprises build secure, scalable, and future-proof web applications.
As a leading TypeScript development company, we bring the right mix of skill, strategy, and innovation to your development process.
🔍 Why Choose Brain Inventory for TypeScript Development?
1. Certified TypeScript Experts
Our developers are not only skilled in TypeScript but also proficient in related frameworks like Angular, React, Node.js, and Express.js – ensuring full-stack capabilities.
2. Scalable and Maintainable Architecture
TypeScript helps us build applications that are easy to scale and maintain, thanks to features like interfaces, generics, and static typing.
3. Fewer Bugs, Higher Code Quality
Our TypeScript developers ensure better code quality and reduced bugs during production by catching errors early in the development phase.
4. Custom App Development Across Industries
From enterprise SaaS products to dynamic web portals and admin dashboards, we provide tailored TypeScript solutions for industries like fintech, healthcare, eCommerce, and education.
5. API Integration & Backend Support
We provide seamless integrations with REST APIs, GraphQL, headless CMS systems, and backends built in Node.js – all structured with TypeScript for clean communication between layers.
6. Agile Methodology with Real-Time Collaboration
As a reliable TypeScript development company, Brain Inventory follows agile practices, ensuring your project remains flexible, transparent, and collaborative throughout the development lifecycle.
💡 Conclusion
If you're planning to build or upgrade a web application that demands long-term maintainability, security, and scalability, investing in TypeScript development services is a future-ready choice. With Brain Inventory, you don’t just get skilled developers—you gain a dedicated technology partner who understands your goals.
👉 Partner with Brain Inventory—a trusted TypeScript development company—and build robust applications with confidence. Let’s turn your vision into code that scales.
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Integration Developer
Job SummaryWe are seeking a talented Integration Developer (8-10yrs) to join our team. If you're passionate about coding, problem-solving, and innovation, wed love to hear from you!About CodeVyasa: Were a fast-growing multinational software company with offices in Florida and New Delhi. Our clientele spans across the US, Australia, and the APAC region. Were proud to collaborate with Fortune 500 companies and offer opportunities to work alongside the top 0.1 percent of developers in the industry. Youll report to IIT/BITS graduates with over 10 years of development experience. Ready to elevate your career? Visit us at codevyasa.com. Key Responsibilities:
Design, develop, and implement integration solutions using Azure Integration Services (Logic Apps, API Management, Service Bus, Event Grid, Functions) or Boomi.
Develop and manage APIs, web services, and data pipelines to ensure seamless system communication.
Optimize integration workflows for high performance, scalability, and security.
Collaborate with cross-functional teams to understand integration needs and provide solutions.
Monitor, troubleshoot, and improve existing integration frameworks and middleware.
Implement best practices in API management, security, and authentication (OAuth, JWT, SAML, etc.).
Work with cloud-based and on-premise applications to develop robust hybrid integration solutions.
Ensure compliance with enterprise integration standards, governance, and security policies.
Automate deployment processes using CI/CD pipelines, DevOps practices, and Infrastructure-as-Code (IaC).
Stay up to date with emerging trends and technologies in cloud integration and API management.
Required Skills & Experience:
4+ years of experience in enterprise integration, API development, and middleware solutions.
Hands-on experience with Azure Integration Services (Logic Apps, Service Bus, Event Grid, Functions) or Boomi.
Strong expertise in API development, RESTful services, GraphQL, and SOAP-based integrations.
Experience with cloud platforms (Azure, AWS, GCP) and hybrid cloud integrations.
Strong knowledge of event-driven architectures, messaging queues (Kafka, RabbitMQ, Azure Service Bus, etc.).
Proficiency in authentication and security protocols (OAuth, SAML, JWT, SSL/TLS).
Experience in database integrations (SQL, NoSQL, Cosmos DB, MongoDB).
Hands-on experience with DevOps, CI/CD, containerization (Docker, Kubernetes), and Infrastructure-as-Code (Terraform, ARM templates).
Strong problem-solving and debugging skills in integration and middleware technologies.
Experience working with enterprise ERP, CRM, and SaaS applications is a plus.
Why Join CodeVyasa? Work on innovative, high-impact projects with a team of top-tier professionals.Continuous learning opportunities and professional growth.Flexible work environment with a supportive company culture.Competitive salary and comprehensive benefits package.Free healthcare coverage. Location- ChennaiBudget- upto 45-50lakhs Must Have skills- BOOMi (must have) + Azure integration services (Must have), Need Developers and not admin. Note: There are two different requirements- 1. Boomi Developer 2.Azure Developer
Job Type
Payroll
Categories
DevOps Engineers (Software and Web Development)
Middleware Developer (Software and Web Development)
Cloud Architects (Software and Web Development)
Software Engineer (Software and Web Development)
Data Engineer (Software and Web Development)
Must have Skills
Dell Boomi - 8 Years
Azure - 4 Years
API Development - 4 YearsIntermediate
GCP - 2 YearsIntermediate
AWS - 2 YearsIntermediate
Integration development - 4 YearsIntermediate
Apply Now: https://crazysolutions.in/job-openings/
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youtube
(via GraphQL Schema Explained with Examples for API Developers) Full Video Link - https://youtube.com/shorts/XMeSG6rZVcM Hi, a new #video on #graphql #enum #list & #nonnullable #type published on #codeonedigest #youtube channel. @java #java #awscloud @awscloud #aws @AWSCloudIndia #Cloud #CloudComputing @YouTube #youtube #azure #msazure #codeonedigest @codeonedigest #graphql #graphqltutorial #whatisgraphql #graphqlschemastitching #graphqlschemaandresolver #graphqlschemadirectives #graphqlschemafirst #graphqlschemagenerator #graphqlschemaalias #graphqlschemaapollo #graphqlexplained #graphqlexampletutorial #graphqlapiproject #graphqlschemacreation #graphqlschemacompare #graphqlschemacomposer #graphqlschemadesign #graphqlschemainspector #graphqlschemalocation #graphqlschemamultiplequeries #graphqlapi
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Hire ReactJS Developer for Fintech Apps: Why It’s a Smart Move
In today’s fast-paced financial world, technology is the driving force behind innovation. From mobile banking to investment platforms and payment gateways, financial technology (Fintech) is reshaping how we manage money. If you’re planning to build or upgrade a Fintech app, one of the smartest decisions you can make is to hire a ReactJS developer.
ReactJS, the powerful JavaScript library developed by Facebook, is perfect for developing dynamic, secure, and responsive user interfaces all of which are crucial in the Fintech space. In this blog, we’ll explain why hiring a ReactJS developer is a strategic move, how ReactJS fits Fintech requirements, and what to look for in the right developer.
Why ReactJS Works So Well for Fintech Apps
ReactJS isn't just a buzzword, it's one of the most widely used front-end tools for developing high-performance web and mobile apps. Here’s why it's especially valuable for Fintech applications:
1. Speed and Performance
React uses a virtual DOM that boosts performance. This is essential in Fintech, where apps need to update data (like stock prices or bank transactions) in real time without delays.
2. Reusable Components
React’s component-based structure allows developers to reuse code, which speeds up development and makes future updates easier.
3. Secure Architecture
Fintech apps deal with sensitive data. ReactJS can be integrated with robust security practices and tools like authentication layers and encrypted APIs.
4. Scalability
React apps scale effortlessly. Whether you’re building a startup product or a large enterprise platform, React can grow with you.
So if you’re serious about creating a top-tier financial app, now is the time to hire a ReactJS developer who understands the industry and the technology.

Fintech Use Cases Where ReactJS Shines
Let’s take a look at the types of Fintech apps that benefit most from React:
Online Banking Dashboards
Digital Wallets
Peer-to-Peer Payment Platforms
Personal Finance Trackers
Cryptocurrency Trading Apps
Stock Market Analysis Tools
Loan and Credit Management Systems
Each of these platforms needs an intuitive UI, real-time data updates, and top-notch security all of which ReactJS delivers when used by the right developers.
Benefits When You Hire ReactJS Developer for Fintech Projects
If you’re still wondering why you should hire a ReactJS developer, let’s break it down even further. Here are some undeniable benefits:
Better User Experience
React enables seamless user interactions. Features like smooth transitions, real-time updates, and user-friendly interfaces make financial data easy to navigate.
Faster Time to Market
React’s reusable components and developer tools help speed up the development cycle, allowing you to launch your Fintech product faster.
High Maintainability
Once the app is live, updating and managing it becomes simpler with React’s modular structure.You save time and money in the long run.
Cross-Platform Compatibility
ReactJS works beautifully with React Native, which means your Fintech app can be quickly adapted for mobile, a huge win in a mobile-first market.
What to Look for When You Hire ReactJS Developer for Fintech
Choosing the right developer is crucial. Here are skills and qualities to look for:
Technical Expertise
Ensure they have a deep understanding of:
React fundamentals (hooks, components, state, props)
State management tools like Redux or Context API
API integration (RESTful and GraphQL)
Testing libraries (Jest, Mocha)
Security best practices for front-end apps
Fintech Experience
Look for someone who has worked on financial applications before. They’ll understand regulatory requirements like PCI-DSS or GDPR and can build accordingly.
Data Handling Skills
Your developer should know how to handle large volumes of dynamic data (like financial graphs or transaction histories) with performance in mind.
Problem-Solving Approach
Fintech is fast-moving and complex. Hire a developer who thinks critically, troubleshoots quickly, and adapts to changing requirements.
The Cost of Hiring a ReactJS Developer
How much does it cost to hire a ReactJS developer for your Fintech app? It depends on location, experience, and project complexity. Here’s a general idea:
Freelancer (Remote): $25–$45/hour
Mid-Level Developer (Full-time): $1000–$1500/Month
Senior Developer (Specialized in Fintech): $2500–$5000/Month
You can also consider hiring a dedicated ReactJS developer from a software agency that specializes in Fintech, which often brings more structure and project management support.
Frequently Asked Questions (FAQs)
Q1: Is ReactJS secure enough for Fintech apps?
ReactJS on its own is not a security solution, but it integrates well with secure APIs, authentication tools like OAuth, and encryption protocols. A skilled developer will implement these properly to make your app secure.
Q2: Can ReactJS handle real-time financial data?
Yes! ReactJS, especially when paired with technologies like WebSockets, can handle live data updates smoothly. This is ideal for stock tickers, transaction feeds, and crypto dashboards.
Q3: Should I hire a freelance ReactJS developer or a dedicated team?
It depends on your project scope. Freelancers are great for MVPs and small updates. For complex or long-term Fintech apps, hiring a dedicated ReactJS developer or team offers more consistency and accountability.
Q4: How do I ensure my developer follows Fintech compliance rules?
Hire developers with previous Fintech experience or work with agencies that specialize in regulated industries. Always involve a compliance expert to audit your product.
Final Thoughts
ReactJS is a powerhouse when it comes to building secure, high-performing, and scalable apps for everything you need in a Fintech platform. Whether you’re a startup building a budgeting tool or a large bank creating a digital service portal, it makes perfect sense to hire a ReactJS developer to bring your idea to life.
New-age Fintech users expect intuitive design, lightning-fast interfaces, and real-time updates. ReactJS delivers all of this and more but only when implemented by skilled hands. So don’t just look for a developer, look for a partner who understands both tech and finance.
Ready to Get Started?
If you're looking to build a Fintech application that stands out in the competitive financial market, it's time to hire a ReactJS developer who has the skills, experience, and mindset to turn your vision into reality. Start by defining your project goals, reviewing portfolios, and conducting thorough interviews.
With the right hire, your Fintech dream can become a secure, scalable, and user-friendly app in record time.
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WordPress vs. Strapi: Which one you should Pick in 2025
Choosing the right content management system (CMS) for your website is very important. It can affect how easy it is to build your site, how fast it runs, and how well it grows. In 2025, two popular CMS choices are WordPress and Strapi. Both have strong features, but they are very different. This article will help you understand both so you can pick the best one for your needs. For more info you can check WordPress vs. Strapi: Which one you should Pick in 2025
What is WordPress?
WordPress is one of the most popular CMS platforms in the world. It is open-source, which means it’s free to use and many people help improve it. WordPress started as a blogging platform but now it can create many types of websites — like business sites, online stores, portfolios, and more.
Why people love WordPress:
Easy to use for beginners.
Lots of themes to change the look of your site.
Thousands of plugins to add extra features (like contact forms or SEO tools).
Works well for small and medium websites.
Large community for support and tutorials.
Example: If you want to build a blog or a small business website quickly without coding, WordPress is perfect.
What is Strapi?
Strapi is a newer CMS designed for developers who want full control over how their website works. It is called a headless CMS because it manages the content separately from how it is shown on the website.
With Strapi, you create the content in the back end, and you use modern technologies like React or Vue.js to build the front end. This makes it very flexible, but it requires coding skills.
Why developers like Strapi:
API-first design, so it works well with mobile apps and different platforms.
Supports both REST and GraphQL APIs.
Built with Node.js, so it’s very fast.
Good for complex websites or apps that need custom features.
Strong built-in security and user roles.
Advantages of WordPress
1. Easy to Use
WordPress is designed for people who don’t know coding. You can install it quickly and use drag-and-drop tools to build pages.
2. Lots of Features and Plugins
With thousands of plugins and themes, you can add almost any feature. Want an online shop? Use WooCommerce. Need an SEO tool? Use Yoast SEO.
3. Strong Community Support
Millions of users and developers share tips, tutorials, and free resources. If you have a problem, it’s easy to find help.
4. Good for SEO
WordPress has many plugins that help your site rank well on Google and other search engines.
5. Affordable Hosting Options
You can start with cheap shared hosting, which works well for small sites.
Disadvantages of WordPress
1. Performance Can Slow Down
Using too many plugins or a heavy theme can make your site slow.
2. Security Risks
Since WordPress is popular, hackers often target it. You must update plugins and themes regularly.
3. Limited Customization
If you want very unique features, WordPress can be limiting without advanced coding.
4. Can Become Complex
Managing many plugins and updates can confuse beginners.
Advantages of Strapi
1. Highly Customizable
Developers can create exactly what they want using APIs and code.
2. Modern Technology
Built on Node.js and works well with popular front-end frameworks.
3. Faster Performance
Lightweight and fast due to its API-first design.
4. Built-in Security
Role-based access control and secure APIs help protect content.
5. Flexible Content Delivery
You can deliver content to websites, mobile apps, or other platforms easily.
Disadvantages of Strapi
1. Requires Coding Knowledge
Not beginner-friendly. You need developers to build and maintain the site.
2. Smaller Community
Compared to WordPress, fewer people use Strapi, so less ready-made help is available.
3. Fewer Plugins
You often need to build features yourself, which can take more time.
4. Higher Hosting Costs
You need VPS or cloud hosting, which costs more than basic shared hosting.
When to Choose WordPress?
You are a beginner or non-technical user.
You want a simple blog, portfolio, or business website.
You want a quick setup with many ready-made themes and plugins.
You want to keep costs low with shared hosting.
You want built-in SEO tools and easy content management.
When to Choose Strapi?
You have developer skills or a developer team.
You want full control over your website and app backend.
You plan to build multi-platform apps (website + mobile).
You want fast performance and modern technologies.
You need a scalable, API-first system for complex projects.
How to Optimize WordPress for Better Speed
Use caching plugins like WP Rocket or W3 Total Cache.
Optimize images with compression tools like TinyPNG.
Use a CDN like Cloudflare or BunnyCDN.
Limit plugins to the essentials.
Upgrade to managed or VPS hosting if needed.
How to Optimize Strapi for Better Speed
Enable API caching with Redis or Memcached.
Optimize database queries.
Use GraphQL smartly to fetch only needed data.
Host on fast cloud services like AWS or DigitalOcean.
Use a headless frontend framework like Next.js for fast rendering.
FAQs
Q: Can I switch from WordPress to Strapi later? A: Yes, but it may require rebuilding your site because Strapi is a different type of CMS.
Q: Is Strapi good for SEO? A: Strapi does not have built-in SEO tools like WordPress plugins, so you need to handle SEO manually or with other tools.
Q: Which CMS is more secure? A: Strapi has better built-in security with role-based access control. WordPress depends on keeping plugins updated and using security plugins.
Q: Can I use Strapi without coding? A: No, Strapi requires programming knowledge to set up and customize.
Final Thoughts
Both WordPress and Strapi are excellent CMS options but for different users and projects. WordPress is the go-to choice for beginners and small to medium websites that need quick setups. Strapi is perfect for developers building custom, fast, and scalable applications with modern tech stacks.
If you want an easy-to-use website without coding, choose WordPress. If you want full control and flexibility and don’t mind coding, choose Strapi.
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The Anatomy of a Full Stack App: Explained Step by Step
In today's digital landscape, the demand for dynamic, scalable, and efficient web applications has grown exponentially. Whether you're scrolling through social media, ordering food, or managing your finances online, chances are you're interacting with a full stack development solution. But what exactly goes into building a full-fledged web app? Let’s break down the anatomy of a full stack app, explained step by step, in a way that’s both technical and easy to grasp.
What is Full Stack Development?
Full stack development refers to the process of building both the front-end (client side) and back-end (server side) parts of a web application. A full stack developer is someone who can manage the entire development process — from designing user interfaces to setting up databases and handling APIs.
These developers work simultaneously across different layers of a web application, ensuring seamless functionality, performance, and integration.
Core Components of a Full Stack Application
To better understand how a full stack app works, let’s explore its primary components:
1. Front-End (Client Side)
This is what users interact with directly — the visible part of a web application.
Languages Used: HTML, CSS, JavaScript
Frameworks/Libraries: React.js, Angular, Vue.js
Responsibilities:
Designing responsive layouts
Creating dynamic content
Ensuring a smooth user experience
2. Back-End (Server Side)
This is the backbone of the app — responsible for business logic, database interactions, and server management.
Languages Used: Node.js, Python, Java, Ruby
Frameworks: Express.js, Django, Spring
Responsibilities:
Handling API requests
Data processing
User authentication
Interfacing with databases
3. Database Layer
Data needs a safe place to be stored and retrieved. That’s where databases come in.
Types:
Relational (e.g., MySQL, PostgreSQL)
Non-relational (e.g., MongoDB)
Functions:
Store user data
Handle queries
Manage relationships and data integrity
4. APIs (Application Programming Interfaces)
APIs act as a communication bridge between the front-end and back-end.
RESTful APIs or GraphQL are often used
Functions:
Fetching or sending data to the server
Enabling third-party service integration (e.g., payment gateways)
5. Version Control and Deployment
Developers often use tools like Git and platforms like GitHub to manage code simultaneously in teams.
Deployment Tools: Docker, Jenkins, Netlify, Vercel, Heroku
Cloud Services: AWS, Google Cloud, Microsoft Azure
Benefits:
Continuous integration and delivery
Collaboration across teams
Automated testing and rollback features
How All Layers Work Simultaneously
A standout feature of full stack development is how each layer works simultaneously to deliver a seamless user experience. For instance:
A user fills a form (Front-End)
The form data is sent via an API call (API Layer)
The server processes the request (Back-End)
Data is stored or retrieved from a database (Database Layer)
The response is sent back and displayed to the user (Front-End)
All of these processes happen within milliseconds — a true example of coordinated effort!
Benefits of Full Stack Development
Here are a few key advantages:
End-to-End Control: Developers understand the full picture and can work across the project’s architecture.
Faster Development: With a single person or team handling both sides, time is saved.
Better Problem Solving: Troubleshooting is easier when one person understands both client and server logic.
Cost-Effective: Hiring fewer developers for multiple tasks can save resources, especially for startups.
Real-World Examples of Full Stack Apps
eCommerce Platforms like Shopify
Social Media apps like Instagram
Booking Systems such as Airbnb
Productivity Tools like Trello
All these apps are powered by technologies built through full stack development, functioning simultaneously across all layers.
Final Thoughts
The anatomy of a full stack development project reveals a sophisticated, layered system where all parts work simultaneously to bring digital experiences to life. Whether you're a budding developer or a business aiming to launch a digital product, understanding these steps can empower you to build smarter and more efficient applications.
In a world where speed, reliability, and user satisfaction define success, full stack development continues to shape the future of web and software solutions — one layer at a time.
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Implementing Custom Scalars and Enums in GraphQL APIs
Custom Scalars and Enums in GraphQL APIs: Definition, Usage, and Best Practices Welcome, Developers! If you’re designing robust and type-safe GraphQL APIs, understanding Using Custom Scalars and Enums in GraphQL – into how to work with Custom Scalars and Enums is essential. These advanced schema features allow you to define meaningful, domain-specific data types and enforce strict validation…
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Why You Should Hire Next.js Developers in Indore and Across India
In today’s digital-first world, a lightning-fast, SEO-optimized, scalable website is more than just nice to have—it’s essential. Whether you're a startup, enterprise, or digital agency, hiring Next.js developers in Indore or India could be your smartest tech decision. Enter Brain Inventory—your ideal partner for custom web development, blending the power of Next.js, TypeScript, and global talent.

Understanding the Power of Next.js
What Makes Next.js Ideal for Web Development
Next.js is not just a trend—it’s a revolution in web development. Built on top of React, it provides developers with a powerful framework to create dynamic, fast, and SEO-friendly web apps.
Server-Side Rendering and SEO Benefits
Want your site to rank better on Google? Next.js’ built-in server-side rendering (SSR) ensures your content loads fast and is indexed properly, improving SEO drastically.
Performance and Scalability with Next.js
From lazy loading to automatic code splitting, Next.js ensures blazing performance. Whether you're expecting 10 visitors or 10,000, the app scales effortlessly.
When and Why to Hire a Next.js Developer
For Fast, Scalable, and SEO-Friendly Web Apps
Next.js developers are pros at building modern web applications that are not only lightning fast but also rank high in search engines. Need a competitive edge? This is how you get it.
Integrating TypeScript with Next.js
Type safety = fewer bugs. Combining TypeScript with Next.js means better development workflows, fewer runtime errors, and more confidence in scaling your application.
Ideal Use Cases – eCommerce, SaaS, Portfolios, CMS Platforms
Need a fast-loading eCommerce site? A robust SaaS dashboard? A CMS that works? Next.js is the tool, and Brain Inventory is the team to do it right.
Why Hire Next.js Developers in Indore
Indore’s Growing Tech Ecosystem
Indore is quietly becoming a hub for IT services in India. From government IT parks to private incubators, it’s a city buzzing with fresh, skilled talent.
Cost-Effective Yet High-Quality Talent
Compared to metros like Bangalore or Mumbai, hiring Next.js developers gives you high-quality code at a lower cost without compromising standards.
Time-Zone Compatibility with Global Clients
Serving clients from the US, UK, and Europe is seamless thanks to overlapping work hours and a strong command of English.
Benefits of Hiring Next.js Developers in India
Access to a Huge Pool of Skilled Developers
India has one of the largest pools of JavaScript and Next.js professionals globally. You’re spoilt for choice when it comes to hiring the right fit.
Fluency in English and Agile Practices
Indian dev teams are well-versed in Agile, Scrum, and DevOps—and they speak your language, literally.
Affordable Rates and Quick Turnarounds
You get top-tier developers at a fraction of the cost, with timelines that make your CFO happy.
Introducing Brain Inventory – Your Next.js Development Partner
Overview of the Brain Inventory
Brain Inventory is a premium custom software development company known for delivering performance-driven solutions using modern stacks like Next.js and TypeScript.
Expertise in Next.js and TypeScript
Whether it's building MVPs or scaling enterprise platforms, Brain Inventory's developers are fluent in Next.js, TypeScript, and modern architectural patterns.
End-to-End Custom Software & Web Development
From ideation to deployment, they handle the entire lifecycle, making them a full-service development partner.
Why Choose Brain Inventory as Your TypeScript Development Company
Enterprise-Grade Code Standards
Type-safe, clean, maintainable code is their mantra. You’re not just getting developers; you’re getting professionals who care about quality.
Robust API Development
Need custom APIs for your frontend? Brain Inventory builds RESTful and GraphQL APIs with top-notch security and documentation.
Secure, Scalable, Maintainable Solutions
Every app they build is designed to scale and survive, not just exist.
Looking for a Next.js Development Agency in Leeds?
Remote Collaboration with Brain Inventory
Based in Leeds but looking for reliable development partners? Brain Inventory delivers remotely with seamless communication.
Local Understanding + Offshore Advantages
They understand the UK market and offer local-level quality at offshore pricing.
On-Demand Project Scaling
Need to ramp up quickly? Brain Inventory can provide more hands on deck within days, not weeks.
Key Features of Brain Inventory’s Next.js Development Services
SSR & Static Site Generation
Get the best of both worlds—server-rendered performance and static site speed.
Progressive Web App (PWA) Development
Apps that feel like react native and work offline? Done.
Custom Plugin/Module Development
Need something specific? Their devs will build it from scratch.
Custom Software & Web Development with Brain Inventory
Tailor-Made Business Applications
No templates. Just solutions built from the ground up for your business.
CRM, ERP, and SaaS Development
Streamline operations and boost revenue with custom software tailored to your workflows.
Maintenance and Future Scaling
Your journey doesn’t end at launch. Brain Inventory ensures your tech keeps evolving.
Technologies We Work With
Next.js + TypeScript
Node.js + Express
GraphQL + REST APIs
React, Redux, TailwindCSS
MongoDB, Firebase, AWS, Docker
Our Hiring Models for Next.js Development
Full-Time, Part-Time, and Dedicated Teams
Whether you need one dev or an entire squad, Brain Inventory delivers.
Fixed-Price and Hourly Engagements
Choose a model that fits your budget and timeline.
NDA-Protected Projects and Transparent Billing
No surprises—just clear communication and complete confidentiality.
Case Studies – Real Results with Brain Inventory
A UK-based SaaS startup reduced development time by 40%.
A US eCommerce brand saw a 60% boost in mobile speed.
An enterprise-level CRM for a healthcare provider built in just 3 months.
How to Get Started with the Brain Inventory
Share your project requirements.
Get matched with Next.js and TypeScript experts.
Choose an engagement model.
Kick off your project with daily updates and full transparency.
Conclusion – Hire Next.js Developers in Indore & India Today
When you hire Next.js developers in Indore or anywhere in India, you tap into a talent pool that’s cost-effective, technically brilliant, and globally competitive. Whether you're a Next.js development agency in Leeds looking to expand, or a business in need of custom software & web development, Brain Inventory is the team you can trust. They combine modern tech stacks, business acumen, and a global delivery model to take your web product from idea to reality.
#Hire Next.js Developers#Hire Next.js Developer#Hire Next js Developers#hire dedicated nextjs developer
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Apigee APIM Operator for API Administration On Any Gateway

We now provide the Apigee APIM Operator, a lightweight Application Programming Interface Management and API Gateway tool for GKE environments. This release is a critical step towards making Apigee API management available on every gateway, anywhere.
The Kubernetes-based Apigee APIM Operator allows you build and manage API offerings. Cloud-native developers benefit from its command-line interface for Kubernetes tools like kubectl. APIM resources help the operator sync your Google Kubernetes Engine cluster with Apigee.
Advantages
For your business, the APIM Operator offers:
With the APIM Operator, API producers may manage and protect their APIs using Kubernetes resource definitions. Same tools and methods for managing other Kubernetes resources can be used for APIs.
Load balancer-level API regulation streamlines networking configuration and API security and access for the operator.
Kubernetes' role-based access control (RBAC) and Apigee custom resource definitions enable fine-grained access control for platform administrators, infrastructure administrators, and API developers.
Integration with Kubernetes: The operator integrates Helm charts and Custom Resource Definitions to make cloud-native development easy.
Reduced Context Switching: The APIM Operator lets developers administer APIs from Kubernetes, eliminating the need to switch tools.
Use APIM Operator when
API producers who want Kubernetes API management should utilise APIM Operator. It's especially useful for cloud-native Kubernetes developers who want to manage their APIs using the same tools and methods. Our APIM Operator lets Apigee clients add Cloud Native Computing Foundation (CNCF)-based API management features.
limitations
The APIM Operator's Public Preview has certain restrictions:
Support is limited to REST APIs. Public Preview doesn't support GraphQL or gRPC.
The Public Preview edition supports 25 regional or global GKE Gateway resources and API management policies.
A single environment can have 25 APIM extension policies. Add extra APIM extension policies by creating a new environment.
Gateway resources can have API management policies, but not HTTPRoutes.
Public Preview does not support region extension. A setup APIM Operator cannot be moved to different regions.
Meaning for you?
With Kubernetes-like YAML, you can configure API management for many cloud-native enterprises that use CNCF-standardized tooling without switching tools.
APIM integration with Kubernetes and CNCF toolchains reduces conceptual and operational complexity for platform managers and service developers on Google Cloud.
Policy Management: RBAC administrators can create APIM template rules to let groups use different policies based on their needs. Add Apigee rules to APIM templates to give users and administrators similar capabilities as Apigee Hybrid.
Key Features and Capabilities
The GA version lets users set up a GKE cluster and GKE Gateway to use an Apigee Hybrid instance for API management via a traffic extension (ext-proc callout). It supports factory-built Day-Zero settings with workload modification and maintains API lifespan with Kubernetes/CNCF toolchain YAML rules.
Meeting Customer Needs
This functionality addresses the growing requirement for developer-friendly API management solutions. Apigee was considered less agile owing to its complexity and the necessity to shift from Kubectl to other tools. In response to this feedback, Google Cloud created the APIM Operator, which simplifies and improves API management.
Looking Ahead
It is exploring gRPC and GraphQL support to support more API types, building on current GA version's robust foundation. As features and support are added, it will notify the community. Google Cloud is also considering changing Gateway resource and policy attachment limits.
The APIM Operator will improve developer experience and simplify API management for clients, they believe. It looks forward to seeing how creatively you use this functionality in your apps.
#APIMOperator#ApigeeAPIMOperator#APIGateway#APIAdministration#APIManagement#Apigee#CustomResourceDefinitions#technology#technews#news#technologynews#technologytrends
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Mobile App Development West Bengal

Introduction: The Rise of Mobile App Development in West Bengal
West Bengal, with Kolkata at its technological helm, has become a key player in India's mobile technology revolution. As smartphones penetrate every layer of society and businesses increasingly adopt mobile-first strategies, the demand for mobile app development in the state has skyrocketed. Whether it's for retail, healthcare, logistics, finance, or education, mobile applications have become the cornerstone of digital transformation. In this SEO-optimized blog, we delve into the intricacies of mobile app development in West Bengal, exploring services offered, top companies, tech stacks, and industry trends that are redefining the app landscape.
Why Mobile App Development is Crucial for Modern Businesses
Mobile applications offer businesses direct access to their target customers and increase operational efficiency through automation and data-driven insights. Here are some reasons businesses in West Bengal are investing in app development:
Direct customer engagement
Increased brand visibility
Real-time updates and support
Streamlined operations
Enhanced customer loyalty
Access to valuable user data
Types of Mobile Apps Developed in West Bengal
1. Native Mobile Apps
Built specifically for Android (Java/Kotlin) or iOS (Swift/Objective-C)
Offer high performance and full device compatibility
2. Hybrid Mobile Apps
Use web technologies like HTML, CSS, and JavaScript
Built with frameworks like Ionic or Apache Cordova
3. Cross-Platform Apps
Developed using Flutter, React Native, Xamarin
Share code across platforms while maintaining near-native experience
4. Progressive Web Apps (PWA)
Work offline and behave like native apps
Built using modern web capabilities
5. Enterprise Mobile Applications
Designed to improve business efficiency and data handling
Includes CRMs, ERPs, field service tools, etc.
Key Mobile App Development Services in West Bengal
1. App Strategy Consulting
Business analysis, app roadmap creation, feature prioritization
2. UI/UX Design
User flow design, wireframes, interactive prototypes, usability testing
3. Mobile App Development
Frontend and backend development, API integration, mobile SDKs
4. App Testing & QA
Manual and automated testing, performance testing, bug fixing
5. Deployment & Launch
Google Play Store and Apple App Store publishing, post-launch monitoring
6. App Maintenance & Support
Regular updates, bug fixes, performance improvements, OS compatibility
Top Mobile App Development Companies in West Bengal
1. Indus Net Technologies (Kolkata)
Full-stack mobile solutions, scalable for enterprise and startup needs
2. Webguru Infosystems (Kolkata)
Cross-platform and native app expertise, strong design focus
3. Capital Numbers (Kolkata)
React Native and Flutter specialists, global client base
4. Binaryfolks (Salt Lake City, Kolkata)
Known for secure and performance-oriented enterprise mobile apps
5. Kreeti Technologies (Kolkata)
Focused on user-centric mobile solutions for logistics and fintech sectors
Leading Industries Adopting Mobile Apps in West Bengal
1. Retail & E-commerce
Shopping apps, inventory management, customer loyalty tools
2. Healthcare
Telemedicine apps, fitness tracking, appointment scheduling
3. Education
eLearning platforms, online exams, student management systems
4. Transportation & Logistics
Fleet tracking, logistics planning, digital proof of delivery
5. Banking & Fintech
Digital wallets, UPI apps, KYC & loan processing apps
6. Real Estate
Virtual tours, property listing apps, customer engagement tools
Popular Technologies & Frameworks Used
Frontend Development:
React Native, Flutter, Swift, Kotlin, Ionic
Backend Development:
Node.js, Django, Ruby on Rails, Laravel
Database Management:
MySQL, Firebase, MongoDB, PostgreSQL
API Integration:
RESTful APIs, GraphQL, Payment gateways, Social media APIs
DevOps:
CI/CD pipelines using Jenkins, GitHub Actions, Docker, Kubernetes
Cloud & Hosting:
AWS, Google Cloud, Microsoft Azure
Case Study: Mobile App for a Regional Grocery Chain in Kolkata
Client: Local supermarket brand with 30+ stores Challenge: Manual order tracking and inefficient delivery process Solution: Custom mobile app with product browsing, cart, secure payment, and delivery tracking Results: 50% increase in orders, 30% operational cost savings, higher customer retention
Mobile App Monetization Strategies
Freemium model: Basic free version with paid upgrades
In-app purchases: Digital goods, subscriptions
Ads: AdSense, affiliate marketing, sponsored content
Paid apps: One-time download fee
Tips to Choose the Right Mobile App Developer in West Bengal
Check client portfolio and case studies
Ensure compatibility with your business domain
Ask for prototypes and demo apps
Assess UI/UX expertise and design innovation
Clarify project timelines and post-launch support
Discuss NDA and data privacy policies
Future Trends in Mobile App Development in West Bengal
Rise of AI-powered mobile apps
Voice-based mobile interfaces
5G-enabled immersive experiences
Greater use of AR/VR for shopping and education
IoT integration for smart home and smart city projects
Conclusion: Embrace the Mobile Revolution in West Bengal
As West Bengal accelerates its digital transformation journey, mobile apps are set to play a defining role. From small startups to established enterprises, the demand for intuitive, scalable, and secure mobile applications continues to rise. By partnering with experienced mobile app developers in the region, businesses can not only meet market demands but also deliver exceptional customer experiences that build loyalty and drive growth.
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Modern API Design Patterns for Custom Applications

In today’s fast-paced digital ecosystem, building scalable, maintainable, and efficient applications is more crucial than ever. Custom software developers play a vital role in this transformation by leveraging robust API design patterns to ensure seamless communication between services, apps, and systems. APIs are no longer just bridges between applications—they are core components of modern software architectures, especially for businesses looking to offer highly tailored solutions.
Let’s explore some of the most impactful API design patterns that are shaping how custom applications are being developed in 2025.
1. RESTful API: Still the Foundation
Although not exactly new, RESTful APIs continue to be a cornerstone in modern API architecture. They offer a straightforward approach to resource management using HTTP methods. The stateless nature of REST makes it ideal for scalable, modular application development.
Custom applications—whether web platforms or mobile solutions—rely heavily on REST for simplicity and broad compatibility. By adhering to REST principles, developers ensure that applications remain loosely coupled and easy to maintain or scale.
2. GraphQL: The Flexible Alternative
For applications requiring complex data fetching with minimal overhead, GraphQL has emerged as a powerful alternative to REST. Unlike REST, which requires multiple endpoints for different resources, GraphQL uses a single endpoint and allows clients to request exactly the data they need.
This precision is extremely valuable for frontend-heavy applications, such as SPAs (Single Page Applications) or mobile apps with bandwidth constraints. Custom software developers often use GraphQL to improve performance, reduce latency, and enhance the client experience.
3. gRPC: High-Performance Communication
Google’s gRPC is ideal for internal service-to-service communication. It’s especially useful in microservices architectures where speed and efficiency are critical. gRPC uses Protocol Buffers (Protobuf) for serialization, which is much faster than JSON.
gRPC supports bi-directional streaming and strong typing, which is great for building real-time applications like messaging platforms, live dashboards, or financial trading systems. For developers building custom enterprise systems, gRPC offers both speed and type safety.
4. API Gateway Pattern
As applications become more complex, managing multiple APIs efficiently becomes essential. That’s where the API Gateway pattern shines. Acting as a single entry point for all client requests, an API gateway handles routing, load balancing, authentication, and even caching.
This pattern simplifies client-side logic and secures backend services. For businesses offering multiple services or products through a single app, an API Gateway ensures smooth and secure communication without exposing internal architecture.
5. Backend for Frontend (BFF)
In multi-platform environments—where different interfaces like web, mobile, and IoT devices consume the same data—a Backend for Frontend (BFF) pattern is especially useful. Instead of one backend serving all clients, each client type has a specialized backend that caters to its unique needs.
This design reduces the complexity of frontend logic and improves performance. For example, a mobile app might need a trimmed-down response compared to the desktop web version. BFF allows for tailored responses without burdening a single backend with all variations.
Mobile App Considerations: Performance Meets Budget
Modern APIs also influence project costs, especially in mobile development. Choosing the right pattern can save time, money, and resources. This is where a mobile app cost calculator comes in handy. It helps estimate the cost implications of different architectural choices and API strategies before writing a single line of code.
If you're planning a mobile app and wondering how your API choices will affect the budget, try out a mobile app cost calculator to make data-driven decisions from day one.
Want to tailor your app’s API strategy for better performance and scalability? Book an Appointment with our experts and get personalized guidance for your project.
6. Event-Driven API Pattern
Real-time and asynchronous systems benefit greatly from event-driven APIs. Instead of waiting for client requests, these APIs push updates when events occur. This is useful for applications like notifications systems, stock tickers, or order tracking platforms.
Event-driven architecture typically uses tools like Kafka or WebSockets and is a powerful choice for building responsive, low-latency systems. It also enhances decoupling between services, improving maintainability and fault tolerance.
7. OpenAPI (Swagger) for Standardization
Standardization through tools like OpenAPI (formerly Swagger) helps ensure consistent API design across large teams. It allows developers to document APIs, generate client SDKs, and even auto-generate test cases.
For businesses relying on teams of custom software developers, OpenAPI fosters better collaboration and faster onboarding by providing a single source of truth for how APIs are structured and behave.
Wrapping Up: Building Future-Proof APIs
As application ecosystems continue to evolve, so too must the APIs that support them. Whether you're building mobile apps, enterprise dashboards, or IoT integrations, the right API design pattern can significantly impact your product’s performance, scalability, and maintainability.
From REST to GraphQL, and from API gateways to event-driven architectures, modern patterns provide flexibility to match a wide range of use cases. Investing in good API design not only enhances the developer experience but also delivers better end-user satisfaction.
If you're considering building or upgrading your digital product, now is the time to embrace these modern API design patterns. They’re not just trends—they're foundational to how applications will be built in the future.
Need help navigating these choices? We offer custom software development services tailored to your business needs. Reach out today and let's bring your vision to life.
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