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Latest

Developer Posts and Tutorials

Python Poetry vs Pip: Managing Dependencies in Modern AI Applications (2026)

If you’re still using pip and requirements.txt to manage dependencies for your Python AI projects in 2026, you’re living in the past. The Python ecosystem has evolved rapidly, and as AI appl...

Pratik Pathak · 16 hours ago

Python Poetry vs Pip: Managing Dependencies in Modern AI Applications (2026)

Rust vs Go: Choosing the Right Systems Language for your vibe coded app

When it comes to building modern, high-performance backend systems, the debate almost always boils down to two languages: Rust and Go. By 2026, both languages have matured significantly, cem...

Pratik Pathak · 16 hours ago

Rust vs Go: Choosing the Right Systems Language for your vibe coded app

Cloud 3.0 Azure Intelligent Apps: Integrating AI-Driven Automation

Cloud computing is undergoing a massive shift. In 2026, we are no longer just migrating virtual machines or lifting-and-shifting databases. We have officially entered the era of Cloud 3.0 Az...

Pratik Pathak · 1 day ago

Cloud 3.0 Azure Intelligent Apps: Integrating AI-Driven Automation

The Best VS CODE mod for the Python Developer

I was staring at my setup the other day and realized something: out of the box, it’s just a text editor. Sure, it’s incredibly fast, but creating the best VS Code mod for Python takes a lot...

Pratik Pathak · 1 day ago

The Best VS CODE mod for the Python Developer

LangGraph vs CrewAI vs AutoGen: Which AI Agent Framework Should You Use in 2026?

When building enterprise AI systems in 2026, the big debate is LangGraph vs CrewAI vs AutoGen. If you’re deciding which one to build your next multi-agent system on, you’ll find plenty of tu...

Pratik Pathak · 2 days ago

LangGraph vs CrewAI vs AutoGen: Which AI Agent Framework Should You Use in 2026?

LangGraph vs Azure AI Agents: Orchestrating Multi-Agent Workflows in Production

When you start building AI agents, it doesn’t take long to realize that a single prompt, no matter how clever, isn’t enough. Production systems require multi-agent workflows where specialize...

Pratik Pathak · 2 days ago

LangGraph vs Azure AI Agents: Orchestrating Multi-Agent Workflows in Production

Automated Regression Testing: A Modern Perspective For Developers

Automated regression testing is no longer just about rerunning test cases after every change. In modern systems, it’s about ensuring that rapid releases, distributed architectures, and const...

Keploy · 3 days ago

Automated Regression Testing: A Modern Perspective For Developers

State Transition Testing: Diagrams, Tables & Examples

Ever seen a workflow pass QA, then fail when users retry, refresh, or hit a timeout? These issues often happen because the system is in a different state when the same input arrives. This is...

Keploy · 5 days ago

State Transition Testing: Diagrams, Tables & Examples

The Real Difference Between Azure OpenAI and the Standard API

Azure OpenAI Service is increasingly becoming a critical decision point for enterprise teams. Artificial Intelligence has come a long way, and today, tools like ChatGPT, GPT-4, and DALL-E ar...

Pratik Pathak · 1 week ago

The Real Difference Between Azure OpenAI and the Standard API

I run Code AI Locally, fully offline and Pay 0$ on subscription

I was working on a sensitive client architecture last week, sitting in a coffee shop with spotty Wi-Fi, when my IDE suddenly crawled to a halt. My cloud-based AI coding assistant could not c...

Pratik Pathak · 1 week ago

LangGraph vs Azure AI Agents: Orchestration Frameworks Compared

I was sitting in a design review last week, staring at a whiteboard covered in multi-agent workflows, and a terrifying thought crossed my mind: how on earth are we going to orchestrate all o...

Pratik Pathak · 1 week ago

LangGraph vs Azure AI Agents: Orchestration Frameworks Compared

I saved up 80% Azure OpenAi cost optimization by making these 7 architectural decision

Azure OpenAI cost optimization becomes a real concern not during experimentation, but after your system goes live. A fintech team running ~50,000 daily queries saw their monthly bill jump fr...

Pratik Pathak · 1 week ago

I saved up 80% Azure OpenAi cost optimization by making these 7 architectural decision

Top Regression Testing Tools For 2026: Comparison & Analysis

Regression testing tools are the safety net your software can’t afford to skip. As teams deliver features more quickly than ever before, it is critical to ensure that previously developed fe...

Keploy · 1 week ago

Top Regression Testing Tools For 2026: Comparison & Analysis

How To Use Software Testing Metrics To Drive Better QA Decisions?

Why do some QA teams consistently deliver reliable and high-quality software, while others toil to identify bugs and experience unstable releases? The real difference often is related to how...

Keploy · 1 week ago

How To Use Software Testing Metrics To Drive Better QA Decisions?

Do you know Gemini Chrome Skills? A single line makes browser your AI Agent.

If you want to know how to master Gemini Chrome skills , your life is about to get a lot easier. Google recently started rolling out ‘Skills’ for Gemini directly inside the Chrome browser. T...

Pratik Pathak · 1 week ago

Do you know Gemini Chrome Skills? A single line makes browser your AI Agent.

What Is Baseline Testing? Meaning, Examples & Use Cases (2026)

Every software change answers one simple question: Did something break? Baseline testing exists to answer it with confidence. Teams often ship regressions simply because they lack a reliable...

Keploy · 1 week ago

What Is Baseline Testing? Meaning, Examples & Use Cases (2026)

Top 25+ Advanced DSA Projects in C++ with Source Code

When you are serious about mastering Data Structures and Algorithms (DSA), building a high-complexity DSA project in C++ is the ultimate test. I wanted to put together a definitive list of a...

Pratik Pathak · 1 week ago

Top 25+ Advanced DSA Projects in C++ with Source Code

I just solved the rate throttling issue by changing one line

Azure OpenAI rate limits become a real concern the moment an AI application moves from development into production. During early testing, everything usually works perfectly. A developer send...

Pratik Pathak · 2 weeks ago

I just solved the rate throttling issue by changing one line

Stop Hardcoding API Keys in LangChain: Securing AI Agents with Azure Key Vault

I spent an hour reviewing the architecture of a new multi-agent system recently, and one line of code made my stomach drop: import os os.environ["OPENAI_API_KEY"] = "sk-...&...

Pratik Pathak · 2 weeks ago

Stop Hardcoding API Keys in LangChain: Securing AI Agents with Azure Key Vault

Ai Test Generator: How It Works, Benefits & Api Testing Use Cases

AI test generator uses artificial intelligence to automatically create test cases, scripts, and data based on application behavior, requirements, or code. As software systems grow more compl...

Keploy · 2 weeks ago

Ai Test Generator: How It Works, Benefits & Api Testing Use Cases

I learned this in 13 Years, Here are my DevOps Tips and Tricks

If you’re serious about DevOps, there are some GitHub repositories you simply cannot afford to miss. After 13 years in the trenches, I have realized that the best resources aren’t necessaril...

Pratik Pathak · 2 weeks ago

I learned this in 13 Years, Here are my DevOps Tips and Tricks

Building a Proactive Web-Scraping Agent with Python, Firecrawl, and Azure OpenAI

In the evolving world of AI orchestration, reactive chatbots are giving way to proactive agents. These agents don’t just wait for a prompt; they actively search, extract, analyze data, and t...

Pratik Pathak · 2 weeks ago

Building a Proactive Web-Scraping Agent with Python, Firecrawl, and Azure OpenAI

Finally: Setting Up a Local, Offline AI Coding Assistant in VS Code

I’ve been experimenting with AI coding assistants for a long time, but let’s be honest: the subscriptions add up, and there is always that nagging feeling in the back of your mind. Every sin...

Pratik Pathak · 2 weeks ago

Finally: Setting Up a Local, Offline AI Coding Assistant in VS Code

Software Quality Gates: Benefits, Use Cases & Best Practices

Shipping fast feels great - until something breaks in production. This is where software quality gates play an important role in modern development pipelines. Software quality gates are auto...

Keploy · 2 weeks ago

The 3 Lines of Python Code That Fixed My AI Agent’s Hallucinations

The Fallacy of Prompt Engineering There is a widespread misconception in the AI engineering community that hallucinations can be solved with better words. Developers spend hours appending ph...

Pratik Pathak · 2 weeks ago

The 3 Lines of Python Code That Fixed My AI Agent’s Hallucinations

Types Of Regression Testing In Software Testing Explained

Even small software changes can break existing features, causing costly delays and unhappy users. To protect stability and speed up releases, teams rely on various types of regression testin...

Keploy · 2 weeks ago

Types Of Regression Testing In Software Testing Explained

VSIX Download: How to Install VS Code Extensions Offline (The Easy Way)

Have you ever tried to install a VS Code extension on an offline machine, or maybe an enterprise environment that actively blocks the VS Code Marketplace? Yeah, I’ve been there too. The frus...

Pratik Pathak · 2 weeks ago

VSIX Download: How to Install VS Code Extensions Offline (The Easy Way)

Top Test Automation Best Practices Every Team Should Follow

Test automation has become an essential part of modern software development. In 2026, shipping fast without reliable test automation is almost impossible. Done right, it ensures consistent q...

Keploy · 2 weeks ago

Top Test Automation Best Practices Every Team Should Follow

Zomato hack in IRCTC

The fix is very simple, one small line change When Zomato gets overwhelmed, they just politely tell you a restaurant is "currently unserviceable" and you order from somewhere else....

Pratik Pathak · 2 weeks ago

Top 10 Test Automation Frameworks In 2026 Compared

Test automation frameworks are shaping how modern teams ship software in 2026. Automation alone is not enough anymore. The structure behind automation decides whether your tests scale or col...

Keploy · 2 weeks ago

Top 10 Test Automation Frameworks In 2026 Compared

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