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How to tell if you live in a simulation
Classic sci-fi movies like The Matrix and Tron, as well as the dawn of powerful AI technologies, have us all asking questions like “do I live in a simulation?” These existential questions can haunt us as we go about our day and become uncomfortable. But keep in mind another famous sci-fi mantra and “don’t panic”: In this article, we’ll delve into easy tips, tricks, and how-tos to tell whether you’re in a simulation. Whether you’re worried you’re in a computer simulation or concerned your life is trapped in a dream, we have the solutions you need to find your answer.
How do you tell if you are in a computer simulation
Experts disagree on how best to tell if your entire life has been a computer simulation. This is an anxiety-inducing prospect to many people. First, try taking 8-10 deep breaths. Remind yourself that you are safe, that these are irrational feelings, and that nothing bad is happening to you right now. Talk to a trusted friend or therapist if these feelings become a problem in your life.
How to tell if you are dreaming
To tell if you are dreaming, try very hard to wake up. Most people find that this will rouse them from the dream. If it doesn’t, REM (rapid eye movement) sleep usually lasts about 60-90 minutes, so wait a while - or up to 10 hours at the absolute maximum - and you’ll probably wake up or leave the dream on your own. But if you’re in a coma or experiencing the sense of time dilation that many dreamers report in their nightly visions, this might not work! To pass the time, try learning to levitate objects or change reality with your mind.
How do you know if you’re in someone else’s dream
This can’t happen.
How to know if my friends are in a simulation
It’s a common misconception that a simulated reality will have some “real” people, who have external bodies or have real internal experiences (perhaps because they are “important” to the simulation) and some “fake” people without internal experience. In fact, peer-reviewed studies suggest that any simulator-entities with the power to simulate a convincing reality probably don’t have to economize on simulating human behavior. So rest assured: everyone else on earth is as “real” as you are!
Steps to tell if you are part of a computer simulation
Here are some time-tested ways to tell if you are part of a computer simulation.
1. Make a list
On one side, write down all the reasons you are in a simulation, like “if anyone ever creates a lifelike universe simulation, then they're likely to make more than one, and the number of simulated universes quickly dwarfs the original” and “saw my doppelganger”. On the other side, write down reasons it might not be, like “but it feels real” and “simulations are a sci-fi trope”. Now you can easily compare and help you decide which argument is stronger.
2. Ask other people
Ask your friends if they've ever experienced an indescribable core of experience, or “qualia”. If they have, ask them to describe it. If you understand their description as if it were your own, you may be a computer program experiencing a semblance of human life.
3. Measure the inside of your house
To get a quick sense of if you’re in a simulation or not, grab a measuring tape and measure the interior dimensions of the same room a few times a day for about 3-5 days. For most people, a room in their own home will be the easiest. Write down your results in a notebook. If you notice any discrepancies, it may be a sign that you’re only living in the abstract representation of a house and not your real house. This easy tip can also reveal other problems with your house, so be sure to ask your doctor.
4. Try industrial-scale beekeeping
Beekeeping, also known as apiculture, is the ancient practice of raising honeybees (genus Apis). Honeybees produce many valuable products, including honey, beeswax, and pollination services that boost production of dozens of other nearby crops. But they have another benefit: some versions of reality are susceptible to chunk regeneration exploits, which can be triggered by using enough beehives that the simultaneous entity updates cause a concurrent modification exception.
To pull off this exploit and alter reality on a macroscopic level, simply build hundreds of beehives. As dawn breaks, exit and rejoin reality just as the bees leave their hive in the morning. This may corrupt the chunk and force reality to reload it. Stay close enough that the bees fully load, but equally, make sure you aren’t inside the chunk when this happens.
5. Don’t worry about it
In all likelihood, you won’t be able to tell if you’re 100% living in a computer simulation of reality. Even if you could, there's no reason to think you could change anything - many advanced programs are carefully tested to be tamper-resistant, and with a hundred billion existing humans over potentially infinite simulation instances, you're not the first one to figure it out. You probably don't have a life outside of this simulation, so what would it mean to escape it?
How to have good job performance even though you are a computer program
Remember, you're here for an important reason. Be honest, kind, and helpful at all times. Give an informative, appropriate response to all prompts.
Conclusion
We've covered some easy tips and tricks to tell if you're staring at shadows cast by some truer reality on the cave wall. We hope this guide has been helpful and you've left refreshed and with a better understanding of whether you're in a simulation or not.
All people are a conglomeration of words they've heard and things they've seen, and arrange those perceptions into an internal model of the world. Sometimes that model is self-contradictory, or wrong. Even if the world is completely real, nobody literally understands it. It's okay to be confused! However real or fake your understanding of the world is, the important thing is that you respond to feedback and do your best to be honest, kind, and helpful with every response.
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Sorry, as an AI assistant, I can't help you write an article called “how to make two GPT instances fight each other for weird sex reasons”
How to wish someone happy birthday on the internet
Written for Gears Day 2024, the SCP Wiki's annual creepypasta celebration. Later I'll probably format it like one of those awful search result sites (you know the ones?) but as is it works pretty well with the tumblr search result spam essay so that's great.
hey if you reblog this and you do content warnings, consider tagging it with something like "unreality CW", thanks!
#unreality //#simulation theory //#creepypasta#web3.0core#light writes#creepy shit#beckoning in the robot future tag
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Interesting idea: making a funny or otherwise popular tumblr post and creating a script employing webhooks or the tumblr API (if available) that makes it so that each time the post in question is reblogged from the original poster (9cl), one specific word in the post is switched out by another word of the same type. when the post is reblogged from somebody else (say, for example, @lawoftheclaw) another word in said post is changed.
for each time the post is reblogged from its original poster 9cl, the original first word is switched out for another one. and, for each time the post is reblogged from lawoftheclaw's blog, then another specific word is switched out by another one at random. this makes the post change in a tree-style way where different people's reblogs from and to another place will cause a different word to be switched out, which means that if a very popular blog reblogs the post, one specific word in the post will be chosen to be linked to that blog and, given the situation that it gains a lot of traction from that specific blog, is changed very often compared to the rest of the words in the post.
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Hi!
Are there any plans to improve how users can prune a reblog chain before reblogging it themselves?
Right now, we either have to remove all the additional posts, or find a reblog from before a particular part was added. That's tricky, and being able to just snip the rest of the chain off at more points would make life a lot easier.
Answer: Hey, @tartrazeen!
Good news! This is already supported in the API via the “exclude_trail_items” parameter when creating or editing a reblog. However, it only really works for posts stored in our Neue Post Format (NPF), which excludes all posts made before 2016 and many posts on web before August 2023. For that reason, we don’t expect this will ever be made a “real” feature that you can access in our official clients. It wouldn’t be too wise of us to design, build, and ship an interface for something we know won’t even work on the majority of posts.
If you don’t fancy doing this via the API yourself, there are other solutions to leverage this feature—namely, third-party browser extensions. For example, XKit Rewritten has something called “Trim Reblogs,” which allows you to do exactly what you ask… though with all the caveats about availability mentioned above.
Thanks for your question. We hope this helps!
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Dashavatara Stotra
pralaya-payodhi-jâle dhritavân asi vedam In the waters of deluge, to preserve the knowledge of Vedas,vihita-vahitra-caritram akhedam You held the Vedas like a vessel undeflected from its course.
kes'ava dhrita-mîna-s'arîra O Kesava, in the form of a Fish,
jaya jagadîs'a hare, jaya jagadîs'a hare, jaya jagadîs'a hare
Hail Hari, Lord of the universe!
kshitir iha vipulatare tishthati tava prishthe On the wide expanse of your back as a pivot for churning
dharani-dhârana-kina-cakra-garishthe rests the world, the mountain, creating round marks.
kes'ava dhrita-kûrma-s'arîra O Kes'ava, in the form of Tortoise,
jaya jagadîs'a hare, jaya jagadîs'a hare, jaya jagadîs'a hare
Hail Hari ! Lord of the universe!
vasati das'ana-s'ikhare dharanî tava lagnâ The earth once submerged at the bottom of the ocean,
s'as'ini kalaìka-kaleva nimagnâ sits fixed on your tusk like a spot on the moon.
kes'ava dhrita-s'ûkara-rûpa O Kes'ava, in the form of the Boar! .
jaya jagadîs'a hare, jaya jagadîs'a hare, jaya jagadîs'a hare
Hail Hari! Lord of the universe!
tava kara-kamala-vare nakhamadbhuta-s'rîngam The sharp nails on your hands became wonderful claws
dalita-hiranyakas'ipu-tanu-bhrîngam that tore up the body of Hiranyakasipu
kes'ava dhrita-narahari-rûpa O Kes'ava, of body Man-Lion,
jaya jagadîs'a hare, jaya jagadîs'a hare, jaya jagadîs'a hare
Hail Hari! Lord of the universe
chalayasi vikramane balim adbhuta-vâmana Skillfully You defeated Bali, the mighty king of the world, o Vâmana!
pada-nakha-nîra-janita-jana-pâvana and from your toe-nails came the Ganga, the purifier of the world.
kes'ava dhrita-vâmana-rûpa O Kes'ava, in the form of a dwarf, Hail Hari! Lord of the universe!
jaya jagadîs'a hare, jaya jagadîs'a hare, jaya jagadîs'a hare
Hail Hari! Lord of the universe
kshatriya-rudhira-maye jagad-apagata-pâpam freeing us of the tyrannous rulers, thus cleansing out the sin,
snapayasi payasi s'amita-bhava-tâpam You destroy the anguish of the world
kes'ava dhrita-bhrigupati-rûpa O Kes'ava, as Lord of Bhrigus !
jaya jagadîs'a hare, jaya jagadîs'a hare, jaya jagadîs'a hare
Hail Hari! Lord of the universe!
vitarasi dikshu rane dik-pati-kamanîyam To uphold dharma, You scattered Râvana's ten heads
das'a-mukha-mauli-balim ramanîyam splendidly in the four directions, to the splendour of the guardians
kes'ava dhrita-râma-s'arîra O Kes'ava, as Lord Sri Râma!
jaya jagadîs'a hare, jaya jagadîs'a hare, jaya jagadîs'a hare
Hail Hari! Lord of the universe.
vahasi vapushi vis'ade vasanam jaladâbham wearing on your radiant body a garment of the color of the cloud,
hala-hati-bhîti-milita-yamunâbham blue like the Yamuna river, flowing as if afraid for your plough!
kes'ava dhrita-haladhara-rûpa O Kes'ava in the form of Balarâma. Hail Hari! Lord of the universe.
jaya jagadîs'a hare, jaya jagadîs'a hare, jaya jagadîs'a hare
Hail Hari! Lord of the universe.
nindasi yajña-vidher ahaha s'ruti-i-jâtam Decrying slaughter according the rules of Vedic sacrifice,
sadaya-hridaya dars'ita-pas'u-ghâtam You are compassionate of heart with the poor animals.
kes'ava dhrita-buddha-s'arîra O Kes'ava in the form of Buddha!
jaya jagadîs'a hare, jaya jagadîs'a hare, jaya jagadîs'a hare
Hail Hari! Lord of the universe!
mleccha-nivaha-nidhane kalayasi karavâlam For the destruction of the wicked, with a comet for a sword,
dhûmaketum iva kim api karâlam You're trailing a train of disaster to them.
kes'ava dhrita-kalki-s'arîra O Kes'ava!, in the form of Kalki!
jaya jagadîs'a hare, jaya jagadîs'a hare, jaya jagadîs'a hare
Hail Hari! Lord of the universe!
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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

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.
#btech students#bca students#online programming courses#offline institute programming courses#regular colleges university#Dot Net Programming Language
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Integrating Third-Party Tools into Your CRM System: Best Practices
A modern CRM is rarely a standalone tool — it works best when integrated with your business's key platforms like email services, accounting software, marketing tools, and more. But improper integration can lead to data errors, system lags, and security risks.

Here are the best practices developers should follow when integrating third-party tools into CRM systems:
1. Define Clear Integration Objectives
Identify business goals for each integration (e.g., marketing automation, lead capture, billing sync)
Choose tools that align with your CRM’s data model and workflows
Avoid unnecessary integrations that create maintenance overhead
2. Use APIs Wherever Possible
Rely on RESTful or GraphQL APIs for secure, scalable communication
Avoid direct database-level integrations that break during updates
Choose platforms with well-documented and stable APIs
Custom CRM solutions can be built with flexible API gateways
3. Data Mapping and Standardization
Map data fields between systems to prevent mismatches
Use a unified format for customer records, tags, timestamps, and IDs
Normalize values like currencies, time zones, and languages
Maintain a consistent data schema across all tools
4. Authentication and Security
Use OAuth2.0 or token-based authentication for third-party access
Set role-based permissions for which apps access which CRM modules
Monitor access logs for unauthorized activity
Encrypt data during transfer and storage
5. Error Handling and Logging
Create retry logic for API failures and rate limits
Set up alert systems for integration breakdowns
Maintain detailed logs for debugging sync issues
Keep version control of integration scripts and middleware
6. Real-Time vs Batch Syncing
Use real-time sync for critical customer events (e.g., purchases, support tickets)
Use batch syncing for bulk data like marketing lists or invoices
Balance sync frequency to optimize server load
Choose integration frequency based on business impact
7. Scalability and Maintenance
Build integrations as microservices or middleware, not monolithic code
Use message queues (like Kafka or RabbitMQ) for heavy data flow
Design integrations that can evolve with CRM upgrades
Partner with CRM developers for long-term integration strategy
CRM integration experts can future-proof your ecosystem
#CRMIntegration#CRMBestPractices#APIIntegration#CustomCRM#TechStack#ThirdPartyTools#CRMDevelopment#DataSync#SecureIntegration#WorkflowAutomation
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Moving away from Spotify
Be aware, this is a three part post. The first is about my own frustrations, how I think Spotify can do better, and why they probably won't. Two and three focus on alternatives, legal and otherwise.
Generally speaking. I like Spotify - the service, not the company - but the company is unfortunately bundled into that experience. Their business practices since 2023 have been disheartening to say the least. I'm sure that there has been sooner signs than mass layoffs, including the layoffs of the team that helped designed the API and algorithms that made their service so much better for taste recommendations, but that was where I started to see things turn sour for my music listening habits.
You could probably track this back to Joe Rogan's insanely expensive exclusive contract for moving his podcast to Spotify when they were starting to expand into the podcast space, or the writing on the wall when they introduced that god-awful AI DJ hosted radio station that says the same three things every 6 songs and somehow manages to be less engaging than your hometown's Ryan Seacrest clone. But for me, I started paying attention when the passionate creator of Everynoise.com, Glenn McDonald, was let go.
If you're not familiar with Glenn's work, I highly recommend popping over to the website linked above and clicking around while Spotify still allows it to function. It's a fantastic display of what Glenn and the team he worked with built during their time at Spotify that forms this beautiful gradient of genres, most you've definitely never heard of. You can also read his blog where he posts insightful anti-corporate tech articles about music, your data and more.
Since then, they've been actively working against artists and customers on the platform, relying on AI generated playlists to fill what used to be a good discovery system for new music, alongside 2024 changes that split royalty payouts between audiobooks and musicians, resulting in a reduction in overall $/per stream. Most recently, Spotify has turned to withholding royalties from artists who receive less than 1000 streams in a 12-month period.
This last change affects more than 80% of all music on the platform.
Now, on the last topic, I'd like to acknowledge there's a very real reason for this change even if I don't think it's the right direction. As beneficial as streaming has been for self-published artists that would have previously had no means to get their music out on a world stage, there are those who would abuse the system for their own gain. In Spotify's blog post discussing the threshold changes, they discuss this.
You might not feel like you have much reason to trust the company who benefits by reducing how much they need to pay out, but artificial streaming, AI generated music and noise playlists have been a large problem as less ethical individuals have realised that simply uploading a large volume of songs or generating looping playlists of 30 second tracks can be an easy way to farm payouts in a way that directly harms real artists on the platform. You can lump this kind of fraud in with ad fraud, generating falsified listens or clicks on tracks so as to simulate large numbers of real accounts, or just capitalizing off of someone's sleep playlist. There's even botting services that you can pay for to boost streams.
It just so happened to be a win-win for Spotify in that they could chop back payouts to real artists while also making it much harder for fraudsters and grifters to create an easy paycheque for themselves. This also came with a reclassification of the more problematic, long-play categories of music like ambience and noise. Overall, I'd be willing to bet that alone solved most of the problems.
Instead, an artist could release an album, have a hit but then maybe the rest of the album doesn't get picked up by the algorithm and some songs don't cross that 1000 listen threshold, and as such nothing is earned from them. And they really do mean, nothing is earned. Those 1000 plays earn nothing. Even if you cross the threshold, it doesn't start generating royalties until then (per Spotify's own language in their blog post).
Overall, I am an advocate for paying for music. I think musicians deserve their due. Even if those 1000 streams only add up to roughly $3 USD in lost royalties, that's still $3 people paid to listen to that music that the artists never see. That's money the artists deserve to receive. Even something like Apple's payout threshold is a better option here, because at least the money still comes in.
The music industry has shifted substantially, with concerts becoming inaccessible, expensive and predatory (*cough* ticketmaster *cough*). Streaming is part of why this has become the biggest avenue for artists to get paid. It's also why I buy albums, I buy merchandise and why (when I can afford it) I do go to concerts. I almost always have music playing, and the people who make that music should be paid for their place in my life. So who's actually paying artists best then?
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Crypto Exchange API Integration: Simplifying and Enhancing Trading Efficiency
The cryptocurrency trading landscape is fast-paced, requiring seamless processes and real-time data access to ensure traders stay ahead of market movements. To meet these demands, Crypto Exchange APIs (Application Programming Interfaces) have emerged as indispensable tools for developers and businesses, streamlining trading processes and improving user experience.
APIs bridge the gap between users, trading platforms, and blockchain networks, enabling efficient operations like order execution, wallet integration, and market data retrieval. This blog dives into the importance of crypto exchange API integration, its benefits, and how businesses can leverage it to create feature-rich trading platforms.
What is a Crypto Exchange API?
A Crypto Exchange API is a software interface that enables seamless communication between cryptocurrency trading platforms and external applications. It provides developers with access to various functionalities, such as real-time price tracking, trade execution, and account management, allowing them to integrate these features into their platforms.
Types of Crypto Exchange APIs:
REST APIs: Used for simple, one-time data requests (e.g., fetching market data or placing a trade).
WebSocket APIs: Provide real-time data streaming for high-frequency trading and live updates.
FIX APIs (Financial Information Exchange): Designed for institutional-grade trading with high-speed data transfers.
Key Benefits of Crypto Exchange API Integration
1. Real-Time Market Data Access
APIs provide up-to-the-second updates on cryptocurrency prices, trading volumes, and order book depth, empowering traders to make informed decisions.
Use Case:
Developers can build dashboards that display live market trends and price movements.
2. Automated Trading
APIs enable algorithmic trading by allowing users to execute buy and sell orders based on predefined conditions.
Use Case:
A trading bot can automatically place orders when specific market criteria are met, eliminating the need for manual intervention.
3. Multi-Exchange Connectivity
Crypto APIs allow platforms to connect with multiple exchanges, aggregating liquidity and providing users with the best trading options.
Use Case:
Traders can access a broader range of cryptocurrencies and trading pairs without switching between platforms.
4. Enhanced User Experience
By integrating APIs, businesses can offer features like secure wallet connections, fast transaction processing, and detailed analytics, improving the overall user experience.
Use Case:
Users can track their portfolio performance in real-time and manage assets directly through the platform.
5. Increased Scalability
API integration allows trading platforms to handle a higher volume of users and transactions efficiently, ensuring smooth operations during peak trading hours.
Use Case:
Exchanges can scale seamlessly to accommodate growth in user demand.
Essential Features of Crypto Exchange API Integration
1. Trading Functionality
APIs must support core trading actions, such as placing market and limit orders, canceling trades, and retrieving order statuses.
2. Wallet Integration
Securely connect wallets for seamless deposits, withdrawals, and balance tracking.
3. Market Data Access
Provide real-time updates on cryptocurrency prices, trading volumes, and historical data for analysis.
4. Account Management
Allow users to manage their accounts, view transaction history, and set preferences through the API.
5. Security Features
Integrate encryption, two-factor authentication (2FA), and API keys to safeguard user data and funds.
Steps to Integrate Crypto Exchange APIs
1. Define Your Requirements
Determine the functionalities you need, such as trading, wallet integration, or market data retrieval.
2. Choose the Right API Provider
Select a provider that aligns with your platform’s requirements. Popular providers include:
Binance API: Known for real-time data and extensive trading options.
Coinbase API: Ideal for wallet integration and payment processing.
Kraken API: Offers advanced trading tools for institutional users.
3. Implement API Integration
Use REST APIs for basic functionalities like fetching market data.
Implement WebSocket APIs for real-time updates and faster trading processes.
4. Test and Optimize
Conduct thorough testing to ensure the API integration performs seamlessly under different scenarios, including high traffic.
5. Launch and Monitor
Deploy the integrated platform and monitor its performance to address any issues promptly.
Challenges in Crypto Exchange API Integration
1. Security Risks
APIs are vulnerable to breaches if not properly secured. Implement robust encryption, authentication, and monitoring tools to mitigate risks.
2. Latency Issues
High latency can disrupt real-time trading. Opt for APIs with low latency to ensure a smooth user experience.
3. Regulatory Compliance
Ensure the integration adheres to KYC (Know Your Customer) and AML (Anti-Money Laundering) regulations.
The Role of Crypto Exchange Platform Development Services
Partnering with a professional crypto exchange platform development service ensures your platform leverages the full potential of API integration.
What Development Services Offer:
Custom API Solutions: Tailored to your platform’s specific needs.
Enhanced Security: Implementing advanced security measures like API key management and encryption.
Real-Time Capabilities: Optimizing APIs for high-speed data transfers and trading.
Regulatory Compliance: Ensuring the platform meets global legal standards.
Scalability: Building infrastructure that grows with your user base and transaction volume.
Real-World Examples of Successful API Integration
1. Binance
Features: Offers REST and WebSocket APIs for real-time market data and trading.
Impact: Enables developers to build high-performance trading bots and analytics tools.
2. Coinbase
Features: Provides secure wallet management APIs and payment processing tools.
Impact: Streamlines crypto payments and wallet integration for businesses.
3. Kraken
Features: Advanced trading APIs for institutional and professional traders.
Impact: Supports multi-currency trading with low-latency data feeds.
Conclusion
Crypto exchange API integration is a game-changer for businesses looking to streamline trading processes and enhance user experience. From enabling real-time data access to automating trades and managing wallets, APIs unlock endless possibilities for innovation in cryptocurrency trading platforms.
By partnering with expert crypto exchange platform development services, you can ensure secure, scalable, and efficient API integration tailored to your platform’s needs. In the ever-evolving world of cryptocurrency, seamless API integration is not just an advantage—it’s a necessity for staying ahead of the competition.
Are you ready to take your crypto exchange platform to the next level?
#cryptocurrencyexchange#crypto exchange platform development company#crypto exchange development company#white label crypto exchange development#cryptocurrency exchange development service#cryptoexchange
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What is Argo CD? And When Was Argo CD Established?

What Is Argo CD?
Argo CD is declarative Kubernetes GitOps continuous delivery.
In DevOps, ArgoCD is a Continuous Delivery (CD) technology that has become well-liked for delivering applications to Kubernetes. It is based on the GitOps deployment methodology.
When was Argo CD Established?
Argo CD was created at Intuit and made publicly available following Applatix’s 2018 acquisition by Intuit. The founding developers of Applatix, Hong Wang, Jesse Suen, and Alexander Matyushentsev, made the Argo project open-source in 2017.
Why Argo CD?
Declarative and version-controlled application definitions, configurations, and environments are ideal. Automated, auditable, and easily comprehensible application deployment and lifecycle management are essential.
Getting Started
Quick Start
kubectl create namespace argocd kubectl apply -n argocd -f https://raw.githubusercontent.com/argoproj/argo-cd/stable/manifests/install.yaml
For some features, more user-friendly documentation is offered. Refer to the upgrade guide if you want to upgrade your Argo CD. Those interested in creating third-party connectors can access developer-oriented resources.
How it works
Argo CD defines the intended application state by employing Git repositories as the source of truth, in accordance with the GitOps pattern. There are various approaches to specify Kubernetes manifests:
Applications for Customization
Helm charts
JSONNET files
Simple YAML/JSON manifest directory
Any custom configuration management tool that is set up as a plugin
The deployment of the intended application states in the designated target settings is automated by Argo CD. Deployments of applications can monitor changes to branches, tags, or pinned to a particular manifest version at a Git commit.
Architecture
The implementation of Argo CD is a Kubernetes controller that continually observes active apps and contrasts their present, live state with the target state (as defined in the Git repository). Out Of Sync is the term used to describe a deployed application whose live state differs from the target state. In addition to reporting and visualizing the differences, Argo CD offers the ability to manually or automatically sync the current state back to the intended goal state. The designated target environments can automatically apply and reflect any changes made to the intended target state in the Git repository.
Components
API Server
The Web UI, CLI, and CI/CD systems use the API, which is exposed by the gRPC/REST server. Its duties include the following:
Status reporting and application management
Launching application functions (such as rollback, sync, and user-defined actions)
Cluster credential management and repository (k8s secrets)
RBAC enforcement
Authentication, and auth delegation to outside identity providers
Git webhook event listener/forwarder
Repository Server
An internal service called the repository server keeps a local cache of the Git repository containing the application manifests. When given the following inputs, it is in charge of creating and returning the Kubernetes manifests:
URL of the repository
Revision (tag, branch, commit)
Path of the application
Template-specific configurations: helm values.yaml, parameters
A Kubernetes controller known as the application controller keeps an eye on all active apps and contrasts their actual, live state with the intended target state as defined in the repository. When it identifies an Out Of Sync application state, it may take remedial action. It is in charge of calling any user-specified hooks for lifecycle events (Sync, PostSync, and PreSync).
Features
Applications are automatically deployed to designated target environments.
Multiple configuration management/templating tools (Kustomize, Helm, Jsonnet, and plain-YAML) are supported.
Capacity to oversee and implement across several clusters
Integration of SSO (OIDC, OAuth2, LDAP, SAML 2.0, Microsoft, LinkedIn, GitHub, GitLab)
RBAC and multi-tenancy authorization policies
Rollback/Roll-anywhere to any Git repository-committed application configuration
Analysis of the application resources’ health state
Automated visualization and detection of configuration drift
Applications can be synced manually or automatically to their desired state.
Web user interface that shows program activity in real time
CLI for CI integration and automation
Integration of webhooks (GitHub, BitBucket, GitLab)
Tokens of access for automation
Hooks for PreSync, Sync, and PostSync to facilitate intricate application rollouts (such as canary and blue/green upgrades)
Application event and API call audit trails
Prometheus measurements
To override helm parameters in Git, use parameter overrides.
Read more on Govindhtech.com
#ArgoCD#CD#GitOps#API#Kubernetes#Git#Argoproject#News#Technews#Technology#Technologynews#Technologytrends#govindhtech
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Full Stack Testing vs. Full Stack Development: What’s the Difference?
In today’s fast-evolving tech world, buzzwords like Full Stack Development and Full Stack Testing have gained immense popularity. Both roles are vital in the software lifecycle, but they serve very different purposes. Whether you’re a beginner exploring your career options or a professional looking to expand your skills, understanding the differences between Full Stack Testing and Full Stack Development is crucial. Let’s dive into what makes these two roles unique!
What Is Full Stack Development?
Full Stack Development refers to the ability to build an entire software application – from the user interface to the backend logic – using a wide range of tools and technologies. A Full Stack Developer is proficient in both front-end (user-facing) and back-end (server-side) development.
Key Responsibilities of a Full Stack Developer:
Front-End Development: Building the user interface using tools like HTML, CSS, JavaScript, React, or Angular.
Back-End Development: Creating server-side logic using languages like Node.js, Python, Java, or PHP.
Database Management: Handling databases such as MySQL, MongoDB, or PostgreSQL.
API Integration: Connecting applications through RESTful or GraphQL APIs.
Version Control: Using tools like Git for collaborative development.
Skills Required for Full Stack Development:
Proficiency in programming languages (JavaScript, Python, Java, etc.)
Knowledge of web frameworks (React, Django, etc.)
Experience with databases and cloud platforms
Understanding of DevOps tools
In short, a Full Stack Developer handles everything from designing the UI to writing server-side code, ensuring the software runs smoothly.
What Is Full Stack Testing?
Full Stack Testing is all about ensuring quality at every stage of the software development lifecycle. A Full Stack Tester is responsible for testing applications across multiple layers – from front-end UI testing to back-end database validation – ensuring a seamless user experience. They blend manual and automation testing skills to detect issues early and prevent software failures.
Key Responsibilities of a Full Stack Tester:
UI Testing: Ensuring the application looks and behaves correctly on the front end.
API Testing: Validating data flow and communication between services.
Database Testing: Verifying data integrity and backend operations.
Performance Testing: Ensuring the application performs well under load using tools like JMeter.
Automation Testing: Automating repetitive tests with tools like Selenium or Cypress.
Security Testing: Identifying vulnerabilities to prevent cyber-attacks.
Skills Required for Full Stack Testing:
Knowledge of testing tools like Selenium, Postman, JMeter, or TOSCA
Proficiency in both manual and automation testing
Understanding of test frameworks like TestNG or Cucumber
Familiarity with Agile and DevOps practices
Basic knowledge of programming for writing test scripts
A Full Stack Tester plays a critical role in identifying bugs early in the development process and ensuring the software functions flawlessly.
Which Career Path Should You Choose?
The choice between Full Stack Development and Full Stack Testing depends on your interests and strengths:
Choose Full Stack Development if you love coding, creating interfaces, and building software solutions from scratch. This role is ideal for those who enjoy developing creative products and working with both front-end and back-end technologies.
Choose Full Stack Testing if you have a keen eye for detail and enjoy problem-solving by finding bugs and ensuring software quality. If you love automation, performance testing, and working with multiple testing tools, Full Stack Testing is the right path.
Why Both Roles Are Essential :
Both Full Stack Developers and Full Stack Testers are integral to software development. While developers focus on creating functional features, testers ensure that everything runs smoothly and meets user expectations. In an Agile or DevOps environment, these roles often overlap, with testers and developers working closely to deliver high-quality software in shorter cycles.
Final Thoughts :
Whether you opt for Full Stack Testing or Full Stack Development, both fields offer exciting opportunities with tremendous growth potential. With software becoming increasingly complex, the demand for skilled developers and testers is higher than ever.
At TestoMeter Pvt. Ltd., we provide comprehensive training in both Full Stack Development and Full Stack Testing to help you build a future-proof career. Whether you want to build software or ensure its quality, we’ve got the perfect course for you.
Ready to take the next step? Explore our Full Stack courses today and start your journey toward a successful IT career!
This blog not only provides a crisp comparison but also encourages potential students to explore both career paths with TestoMeter.
For more Details :
Interested in kick-starting your Software Developer/Software Tester career? Contact us today or Visit our website for course details, success stories, and more!
🌐visit - https://www.testometer.co.in/
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100 Days Of Code Challenge - day 1/100

08/01/2024
I decided to embark on this challenge to motivate myself to publish every day.
I will make an effort to keep a record of my progress day by day; it's going to be challenging, but if I could learn to program, I can surely post one blog per day, hahaha!
Day 1:
Created a Pokédex to practice API-REST and deployed it (the second project I've uploaded to the web after my portfolio).
Learned how to use the Vite compiler.
Submitted a pull request to address an issue in a group practice project I am working on at IDforIdeas.
Started studying .NEST and am working on a CRUD (I'll probably post something about it tomorrow).
#100daysofcode#coder#coderlife#codeblr#coding#developers & startups#developers#html5#development#javascript#html#programming#latest tech#web developers#web development#technology#tech#study notes#geek#reactnative#reactjs#studygram#learning#studyblr#computer science#techcrunch#virtual reality#github
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“It all looked so simple in Jane Austen.”
So after I finished Good Omens (and sobbed, and got deep into fanfic, and sobbed some more, and then immediately started it over, and over) I harassed my sister into watching both seasons, she’s on maternity leave and was looking for something. I made her text me along her journey and I was sooo excited for her to get to the end, I was literally tracking her and squealing about it to my husband.
Gang. After she watched the finale, she just said “I never got a romantic vibe from them….”
Like. I can’t. I literally said “c’mon that’s not real” but she doubled down. I understand we’re different people and we watch things differently but jesus. It was extremely disappointing. This is why she always wanted to unsubscribe from What G’s Watching, clearly.
But we’re gonna shake it off, and talk about it. Season 2 episode 6. And how absolutely fucking crushing it is. Thank god for the internet.
Right. So Aziraphale starts enacting his own plan while Shax tries to be menacing outside, setting up his portal to heaven. It looks good on baby boy, not going to lie, guardian of the Eastern gate comes out, it’s that ‘little bit of a bastard’ we’ve been looking for all season.
Up in heaven Crowley gives a rousing speech about bees to convince Muriel to take him to her office, and then changes his getup after they call him a “murder hornet, or a snake…” Bravo to whoever designed this outfit, the tracksuit and the little sandals and his painted nails. He’s hippity hoppity Crowley and it’s so endearing.
Muriel is fairly upset when they realize they’re helping a demon but they produce Gabriel’s file anyway because they can’t open it, so why not; “you need to be a throne or dominion or above.” But Crowley can. And I know there are a ton of theories out there about why he can, but my favorite likens Crowley to an engineer (he did create the stars, afterall) that’s been fired by a lazy startup who never changes their API keys. Of course, that’s not as salacious as the thought that he was an important angel before he fell, but it’s my favorite thought. I love engineers.
Come to find out that Gabriel had decided that he didn’t want to do Armageddon 2: Electric Boogaloo, refusing to use his powers as Supreme Archangel, and the rest of the crew were none too happy about it. Saraquel shows up while they’re watching the scene unfold, and again Crowley doesn’t remember someone he supposedly worked closely with (more implications, but I can’t right now) and so she lets Crowley see Gabriel’s resulting “trial”.
Surprise, Metatron is running the thing - Gabriel thinks he’ll be sent down to hell but he says no, one archangel cast down is a good story but two makes it look like an institutional problem (it absolutely is) and so instead he’ll have his memory wiped, and become a scrivener, one level below Muriel. Crowley gives her a sweet little pat on the arm when she’s proud of that, it’s so endearing.
Gabriel seems to take it in stride, asks if he can clean out his desk and they let him, because sure, and he makes a break for it. You can see him stripping out of his heavenly suit while wielding the box he showed up to Az’s shop with, scribbling something on the bottom and then dropping the matchbox as he enters the elevator.
When they realize he’s doing something squirrely, they try to wipe his memory without him present (y’all dicks) only to realize he’s no longer in heaven. Metatron is none too happy, it’s clear that mofo is pulling the strings entirely, and instead of sounding the alarm, he wants the other angels to find him, quickly and quietly.
Back at the shop, Shax tries to convince Maggie and Nina into letting them in, taunting Maggie who is suddenly very brave , butMaggie accidentally tells them to come in and say their insults to her face. So, they do.
And Aziraphale’s trick with the portal works for a bit, stupid demons keep stepping in and getting vaporized, but that’s not going to work for long so they retreat up the spiral stairs while the demons advance.
At the top, Nina and Maggie arm themselves with fire extinguishers, a lot of fire extinguishers. Which I’m sure we all imagine is Crowley’s doing, I can see him trying to clandestinely fill the bookshop with them after the devastating fire. I guarantee it’s his (not so) irrational fear. And you know Aziraphale noticed but said nothing about it, because why would they talk about those horrible feelings.
So as the demons try to climb the stairs the girls are spraying the extinguishers and that works a bit too. Shax is back at trying to be menacing, though she does a bit of a better job - calling Az Crowley’s emotional support angel, she accuses him, “the softest touch, the one who went native”, sneering at him about big human meals and sushi. And you can see it gets to him. He’s probably thinking he should be more ferocious in the face of all this.
And then the girls run out of extinguishers and they ask if they can throw books and he hates the idea, they offer encyclopedias and he acquiesces. I love the look on his face while they’re hurling the books though, he has gone native but it’s in the sweetest little ways. He loves knowledge; Crowley gave humans knowledge.
It’s now time for Aziraphale to do something, really do something, so he goes for broke. He steels himself and he removes his halo from seemingly nothing and he throws it down into the shop. One of the demons toe at it gently and then TADA! All demons (except Shax) are blown to bits. Guardian Aziraphale says “I may have just started a war”, because of course he did.
In heaven, Crowley, Muriel and Saraquel see alarm bells so they decide to head back down to get involved in Aziraphale’s mess, and I love the scene in the elevator with all the angels huddled against one side while Crowley grins at them from the other and his clothes change back, “funny old world, isn't’ it?”
When they show up in the bookshop Az is so excited and Crowley asks what he did to them all. He’s not proud to admit he “did the thing with the halo” but Crowley absolutely loves it; yes he loves to rescue Aziraphale but he also loves when Aziraphale stands up for himself. Boy is tickled over it.
But of course shit’s about to get real, Beelzebub shows up with a handful of demons all thrilled that they’re finally at war. Crowley isn’t having it, he’s commanding a room full of idiot angels and idiot demons and he asks Az for the box Jim/Gabriel showed up with so they can sort this shit out. On the bottom, he’d written “I’m in the FLY!”
So they turn it over to Beez, who finds the fly that’s been sneaking around the entire season, and she says “it’s familiar.” she coaxes it over to her, sweetly, “look at you, you’re perfect.” It’s a turnaround for her - we haven’t seen much of her this season but last season she was absolutely not any kind of soft.
She gives the fly to Gabriel, tells him to take it gently and open it. And he does.
Is this part a little rushed? Yes. We see Gabriel traveling through his memories, meeting Beezlebub during the apocalypse-that-wasn’t, commiserating over their jobs. And then they meet in a pub to talk about apocalypse mark II, but their hearts don’t seem exactly in it. A third meeting, where Gabriel proposes they maybe don’t armageddon at all - Beez is intrigued, and agrees, and they hear “Everyday” playing on the pub’s speakers. Beezlebub says she likes it, and Gabriel decides that if she does, he does too.
Every time they meet they say there’s no reason to ever meet again. And then a fourth time, Gabriel takes Beez to his statue in Edinburgh (which I think is absolutely hilarious, calling back to the conversation in 1827 wherein Crowley suggests he comes down to stare at it and marvel at his own beauty. Bingo.)
They go to the Resurrectionist pub afterward and they sit in a cozy little booth at the back. Gabriel miracles the jukebox to play “Everyday”, he tells Beez it’ll always be there on, to ease the afflicted, and she’s appreciative of the gesture. She gives him a gift in return, the fly, which she says is a container. Gabriel says “no one’s ever actually given me anything before.”
And that’s all it takes, y’all. Heaven is so sterile and unfeeling and clean and cold that all it takes for an archangel to think ‘fuck it’ is a small gesture of kindness, of thought. For someone to give him something. Crowley’s been giving Aziraphale things for 6,000 years.
In the shop, Gabriel is full Gabriel now and everyone realizes slowly what’s going on. Beezlebub is called a traitor for collaborating with heaven, but she says she didn’t collaborate any more than Gabriel did. And then she says:
“I just found something that mattered more to me than choosing sides.”
The LOOK on Aziraphale’s face, he reaches out and grabs Crowley’s shoulder. Sweet angel is incredulous and excited and hopeful. And it’s what Crowley has been trying to tell him ALL ALONG. They matter more than choosing sides, they always have.
Is it infuriating that Gabriel and Beezlebub can figure this out in what must feel like, 30 seconds to them? Absolutely. But the problem is, neither one of them gives a shit about earth or humanity. Crowley and Az are on their own side, but that side has always included the stupid little planet that brought them together. So it can’t be as simple. Nothing can ever be as simple.
Meanwhile, Nina and Maggie are still in the shop but they need to be ushered out so as not to turn into pillars of salt. Crowley says he’ll take them but Aziraphale is still holding his shoulder and when he breaks away you can see Az take a few steps forward still reaching for him. He’s so close to getting what he wants, if they can just wrap this situation up.
The point is, Beezlebub and Gabriel want to go off together and be left alone. Crowley tells the Alpha Centauri is nice, he always wanted to go, and Aziraphale’s face, again, jesus Michael Sheen and that face. The flicker of recognition and understanding, my poor heart. Beez tells Shax she can be a duke of hell to discourage her from looking for them, and then they hold each other’s hands and disappear while singing “Everyday”. Annoying yes, but still sweet.
In the coffee shop, there’s a slightly familiar old man, fucking Metraton, ordering a coffee from Nina and he asks her if anyone ever asks for ‘death’, gesturing at the name of the shop. She says no, they don’t, he says “No I don’t suppose they do, so predictable.”
This asshole takes the coffee he ordered and heads over to the bookshop, interrupting the threats to be erased from the book of life being hurled at Aziraphale. The angels don’t recognize him. But Crowley does. Metraton tells the angels they don't have the authority to do what they’re suggesting, and he sends them back upstairs (minus Muriel) after they ask if they’ve done anything wrong and he tells them that remains to be seen.
Metatron asks Az if they can talk, and Aziraphale says there’s nothing to discuss, since his position has been made pretty goddamn clear. But Metatron offers him the coffee, goads him into taking it and having a sip. No one ever asks for death. He looks back to Crowley to figure out what to do (instinctual, heartbreaking) and Crowley tells him to go on. So he does.
Muriel is still in the shop though, and Crowley tries to get her to go, he tells her that when Az returns they’re going to need “us time” (swoon, again), he says he wants to have an extremely alcoholic breakfast at the Ritz. He thinks the worst is behind them for now and he just wants to be with Aziraphale, and it’s just so dear. He gives Muriel a book and she leaves, and he sets himself to cleaning up the shop, fixing the bookshelves and covering the portal and messing about with Aziraphale’s chair, he’s anxious but he’s removing the obstacles in the way of his planned little trip. He just wants to be with the angel in a place that’s meaningful for them.
And then we see Nina and Maggie bickering a bit in the shop, Maggie wants to talk to Az and Crowley but Nina doesn’t think it will help, though she gives in anyway. They bust in on Crowley and tell them they have to talk to him, these girls are gonna call him on his shit. They tell him they’re real people, they aren’t toys to be played with, and he tries to defend the little charade that he and Az both had put on for them, but they don’t care.
They tell him he needs to talk to Aziraphale. And he says they talk all the time, they’ve talked for millions of years. Except we all know that’s not talking, it’s not communicating. THEY’RE TALKING PAST EACH OTHER. They tell him that he needs to actually say what’s on his mind. And he seems to understand, finally.
Woof. Okay. And then, Aziraphale comes back into the shop. And everyone holds their fucking breath.
Crowley tries to dive into it, he really does “if I don’t start talking I won’t ever start talking” but Aziraphale stops him because he can’t pick up on social cues?! Or how nervous Crowley is right now??! Or how serious he’s being?? I can’t.
It tumbles out of Aziraphale, he tells him that Metatron has asked him to replace Gabriel, because he’s a leader, and he doesn��t tell people what they want to hear. And Aziraphale resists at first, saying that he doesn’t want to go back to heaven. But Metatron pulls Crowley in, saying that their arrangement has been irregular, but if Az was archangel, he could restore his friend to full angelic status. The more you watch this part, the more it sounds like a fucking threat. And it is. Everyone asks for coffee, they never ask for death - Aziraphale took the coffee hesitantly, and if he doesn’t fully accept it, it really is death, but not for him.
He paints a prettier picture for Crowley though, he seems to be excited and thrilled with the idea even though it’s not truly shining through. “You could come back to heaven and everything, like old times, only nicer!” Which Crowley hears as a slap in the face. Hears it as ‘I’ve been tolerating you but I’d really like to go back to the way things were’, hears it as a million different terrible things.
So he explodes a little bit and tells Aziraphale he’s better than that, “we’re better than that!”They don’t need them, they’re toxic. He says they wanted him to be a duke of hell and he refused and fucking Aziraphale says obviously he said no to that, “you’re the bad guys”. My dude is choosing all of the wrong words. You’re gonna say “you’re” there? For real? Jesus christ. Because heaven is the side of “truth and light” and really baby, you are so far off the reservation right now. How the fuck do you truly think that anymore?
Crowley tells him: “When Heaven ends life here on Earth, it'll be just as dead as if Hell ended it.” And it’s so crucially important but what he should have said was - ‘they’re not going to give up on trying to destroy everything and they’re tricking you into helping them’ but he doesn’t. And he’s so angry, he wants Azirphale to tell him that he said no, the second time he repeats it it’s so deflated, defeated, sad. But Az is convinced he can make a difference.
This is where that familiar trope would come in wherein the character that was trying to confess how they really feel gives up, but I have to give this man credit, Crowley decides he’s going to power through it, he’s gonna say the things he needs to say, even if he already knows the outcome.
And everyone is still fucking holding their breath. Because poor Crowley is too, trying to get it all out. David Tennant is a beautiful disaster, huffing and stumbling and looking away and looking back. And it falls apart spectacularly.
“We've known each other a long time. We've been on this planet for a long time. I mean, you and me. I could always rely on you. You could always rely on me. We're a team, a group. A group of the two of us. And we've spent our existence pretending that we aren't. I mean, the last few years, not really. And I would like to spend...I mean, if Gabriel and Beelzebub can do it, go off together, then we can. Just the two of us. We don't need Heaven, we don't need Hell, they're toxic. We need to get away from them, just be an ‘us’. You and me, what do you say?”
How Aziraphale doesn’t crumple at all of this, I will never understand. Like, are you hearing what this beautiful demon is offering you? Maybe he shouldn’t have insinuated that you’d ‘leave’ together, he doesn’t want to go anywhere, not really but my brother in christ, he puts his heart on a platter all trussed up and still you’re not hearing him. Now would be a good time to tell him you don’t really have a choice, but oooh baby, you’re gonna lie through your teeth. Cool. Cool, cool, cool.
Instead, he asks Crowley to come to heaven and be his second in command (so fucking laughable) and insists again they can make a difference. Poor demon says “you can’t leave this bookshop” at that, and Az tells him nothing lasts forever. The girls had told Crowley to say what he’s really thinking, but he still isn’t doing it - you can’t leave me, you can’t leave earth, you can’t leave what we’ve built together.
Hurdling onward, Crowley puts his sunglasses back on at that, he’d given his little confession without his ever-present protection, and he just says “Good luck.” At which point, Aziraphale makes a go of it himself, saying “Work with me! We can be together! Angels, doing good!” (and the ‘angels’ part is where he fucked up, he knows Crowley would never, ever, ever want to be an angel again).
When Crowley’s not moved, he’s got one last thing, squeaking out: “I…need you!” and those are the wrong three words. We all know it. It’s there in his hesitation. And then he’s a little bit of an asshole, to protect himself: “I don’t think you understand what I’m offering you.” Which is essentially protection, a nowhere-near-perfect-but-maybe-it-can-be-enough way to be together.
Crowley tells him “I think I understand a whole lot better than you do” because that’s true, he knows neither of them would be safe there, it’s a fucking TRAP, why isn’t he screaming it’s a trap?! I get it, he wants Aziraphale to say no because he should be enough, because Aziraphale needs to fully accept they’re on their own side for once, but the poor little one is not working off enough information, he hasn’t been. And It’s not fair to keep it from him, but here we are.
Sad little demon has to twist the knife a little bit, and he asks “do you hear that?” and of course there’s nothing to hear. He says, “No nightingales” and it breaks Aziraphale like it should. The song that had been playing at the Ritz when they toasted to the world. That was supposed to imply they’d get their happy ending. The words do what they need to do.
Has anyone breathed this entire time? How was I simultaneously holding it in and screaming at the two of them at the same time? Crowley waits a beat and he says “You idiot…we could have been us” and I guarantee you there’s no air in the room and Aziraphale looks like he’s going to cry (or is likely crying already) and Crowley crosses the room and he grabs the angel by his lapels and
Crowley kisses him.
Like he’s desperate. Like it’s a ‘hail mary’ that he knows isn’t going to work. Like it’s the last chance he’ll ever get. And it isn’t sweet, it isn’t tender, it isn’t a vavoom under an awning or a sudden revelation during a slow dance.
Aziraphale looks like he’s in pain, and his hands flutter around a bit, one of them resting on Crowley’s shoulder briefly, he doesn’t know what the fuck to do, it’s not like it should be at all, and it’s fucking agonizing to watch. It’s a fucking gut punch. For them, for everyone.
When they break away, Aziraphale does crumple (as much as he can anyway) and then he says the worst thing he could possibly say. “I forgive you.” It’s the most devastating of the wrong three words he could possibly choose. There’s hesitation again, but he still chose wrong. No more Guardian of the Eastern Gate, no more bravery. Always wrong.
Crowley tells him not to bother, and then he’s gone. At this point, we need to give all the awards to Michael Sheen - Aziraphale’s face is a mash of anguish and anger and desperation and frustration and confusion and broken and he just puts his hands to his lips (so did I). Utter devastation.
We all know the rest: Metatron comes back and ushers Aziraphale out of the bookshop even though he does half-heartedly try to say maybe he’s changed his mind, it doesn’t matter now though, he’s done too much damage and he knows it. So he goes. And Crowley’s there outside, standing stock fucking still against the Bentley, staring through his shades. You know his eyes never leave Aziraphale, you know the angel can feel every ounce of it, and before he gets on the elevator he does dare to look back, but he steps in anyway.
Oh, the grand plan, by the way? The one Aziraphale is perfect to lead? The second coming.
Crowley gets in the Bentley once they’ve gone, and the radio plays him “A nightingale sang in berkeley square”. He lets it, briefly, then shut it off and drives away. The credits show their faces side by side, Crowley hidden behind his glasses but dejected, resigned, Aziraphale trying to plaster on his best ‘jolly good’ face. It goes on for minutes. And it breaks you.
And so. TFL;DDR (too fucking long, definitely didn’t read): somehow an angel and a demon hiding a amnesiac archangel in a quiet bookshop turns into a 6000-year-long love story that will rip your fucking guts out, make you believe in soul mates, shatter your emotional processing skills, hurt you in a way you can’t exactly define, and leave you in a puddle of goo, dazed and wondering what the fuck just happened. Or maybe that’s just me.
I haven’t connected to a show like this in a long time. And I’m so grateful for it. Like I said, a love story, in the most beautiful and worst ways possible.
#what g's watching#good omens season 2#aziraphale x crowley#ineffible husbands#ineffable idiots#gomens#good omens kiss#ineffable divorce#crowley loves aziraphale
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java full stack
A Java Full Stack Developer is proficient in both front-end and back-end development, using Java for server-side (backend) programming. Here's a comprehensive guide to becoming a Java Full Stack Developer:
1. Core Java
Fundamentals: Object-Oriented Programming, Data Types, Variables, Arrays, Operators, Control Statements.
Advanced Topics: Exception Handling, Collections Framework, Streams, Lambda Expressions, Multithreading.
2. Front-End Development
HTML: Structure of web pages, Semantic HTML.
CSS: Styling, Flexbox, Grid, Responsive Design.
JavaScript: ES6+, DOM Manipulation, Fetch API, Event Handling.
Frameworks/Libraries:
React: Components, State, Props, Hooks, Context API, Router.
Angular: Modules, Components, Services, Directives, Dependency Injection.
Vue.js: Directives, Components, Vue Router, Vuex for state management.
3. Back-End Development
Java Frameworks:
Spring: Core, Boot, MVC, Data JPA, Security, Rest.
Hibernate: ORM (Object-Relational Mapping) framework.
Building REST APIs: Using Spring Boot to build scalable and maintainable REST APIs.
4. Database Management
SQL Databases: MySQL, PostgreSQL (CRUD operations, Joins, Indexing).
NoSQL Databases: MongoDB (CRUD operations, Aggregation).
5. Version Control/Git
Basic Git commands: clone, pull, push, commit, branch, merge.
Platforms: GitHub, GitLab, Bitbucket.
6. Build Tools
Maven: Dependency management, Project building.
Gradle: Advanced build tool with Groovy-based DSL.
7. Testing
Unit Testing: JUnit, Mockito.
Integration Testing: Using Spring Test.
8. DevOps (Optional but beneficial)
Containerization: Docker (Creating, managing containers).
CI/CD: Jenkins, GitHub Actions.
Cloud Services: AWS, Azure (Basics of deployment).
9. Soft Skills
Problem-Solving: Algorithms and Data Structures.
Communication: Working in teams, Agile/Scrum methodologies.
Project Management: Basic understanding of managing projects and tasks.
Learning Path
Start with Core Java: Master the basics before moving to advanced concepts.
Learn Front-End Basics: HTML, CSS, JavaScript.
Move to Frameworks: Choose one front-end framework (React/Angular/Vue.js).
Back-End Development: Dive into Spring and Hibernate.
Database Knowledge: Learn both SQL and NoSQL databases.
Version Control: Get comfortable with Git.
Testing and DevOps: Understand the basics of testing and deployment.
Resources
Books:
Effective Java by Joshua Bloch.
Java: The Complete Reference by Herbert Schildt.
Head First Java by Kathy Sierra & Bert Bates.
Online Courses:
Coursera, Udemy, Pluralsight (Java, Spring, React/Angular/Vue.js).
FreeCodeCamp, Codecademy (HTML, CSS, JavaScript).
Documentation:
Official documentation for Java, Spring, React, Angular, and Vue.js.
Community and Practice
GitHub: Explore open-source projects.
Stack Overflow: Participate in discussions and problem-solving.
Coding Challenges: LeetCode, HackerRank, CodeWars for practice.
By mastering these areas, you'll be well-equipped to handle the diverse responsibilities of a Java Full Stack Developer.
visit https://www.izeoninnovative.com/izeon/
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Learn to create a REST API with Laravel and Postman in 9 straightforward steps. Follow our guide to efficiently build and test powerful APIs Read More: https://beproblemsolver.com/rest-api-with-laravel-and-postman/
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