The Hardest Part of An AI Agent Is The Unhappy Path
The Hardest Part of An AI Agent Is The Unhappy Path Most AI agent demos show a perfect scenario. A clean question leads to a tidy answer. Everyone claps. Real engineering happens…
GyaanSetu AI
AI, machine learning and LLM insights.
Software Development Changed. Good Engineering Didn’t.
Software Development Changed. Good Engineering Didn’t. Software development looks different than it did ten years ago. You build products faster. You use more cloud services. AI n…
Microsoft Unveils Copilot Overhaul and New AutoPilot AI Agents
Microsoft Unveils Copilot Overhaul and New AutoPilot AI Agents Microsoft is pivoting its AI strategy toward a unified "super app" model, merging consumer and enterprise capabiliti…
Open Knowledge Format: The Markdown Standard for AI Agents
Open Knowledge Format: The Markdown Standard for AI Agents AI agents are only as smart as the context you give them. Most teams face the same wall. You have a capable model and a…
The AI Era: Democratizing the Ivory Tower
The AI Era: Democratizing the Ivory Tower Western science has a history of exclusion. For centuries, the Global North has built its prestige by extracting ideas from the rest of t…
The New Browser Wars: AI Agents Are Replacing Search Engines
The New Browser Wars: AI Agents Are Replacing Search Engines The battle for browser dominance has shifted from search engine results to the race for AI agency. As we move through…
DOM CRUD Operations
DOM CRUD Operations The Document Object Model (DOM) is a tree structure for your HTML. JavaScript uses it to access and change every element, attribute, and text piece on a page.…
Why Every Developer Will Become an AI Orchestrator
Why Every Developer Will Become an AI Orchestrator For decades, developers had one job. You wrote code. You learned syntax. You built features and fixed bugs. Something is changin…
ML Mindset
ML Mindset Stop building models for the sake of accuracy. High scores do not pay bills. You need to build models that solve business problems. Follow this roadmap to move from a b…
I Stress Tested My OpenClaw Config for 48 Hours
I Stress Tested My OpenClaw Config for 48 Hours Most people test OpenClaw for five minutes. They send a few messages. If it works, they call it production ready. I did something d…
ECaBox: A Breakthrough Device That Could Make Eye Transplants Possible
ECaBox: A Breakthrough Device That Could Make Eye Transplants Possible Researchers have developed a revolutionary perfusion device that can "revive" donor eyes, potentially overco…
I Replaced 1,000 Lines of Python with a 500 word Prompt
I Replaced 1,000 Lines of Python with a 500 word Prompt My documentation wiki was a mess. Pages had no tags. Books sat on the wrong shelves. Metadata was old. I tried to write rul…
AI Powered Tag Automation for Solo Estate Sale Organizers
AI Powered Tag Automation for Solo Estate Sale Organizers Estate sale organizers waste hours typing item IDs, descriptions, and prices onto sticky labels. You often re type inform…
The Summer Of AI Regulation
The Summer Of AI Regulation AI regulation is no longer a debate. It is now a reality. Between June and August 2026, the rules for AI changed on both sides of the Atlantic. If you…
Stop AI Coding Agents From Making The Same Mistakes
Stop AI Coding Agents From Making The Same Mistakes AI coding agents like Claude Code or Cursor often make the same errors. They use the wrong test runner. They use the wrong impo…
Anthropic and China: The Escalating Battle Over Claude Code
Anthropic and China: The Escalating Battle Over Claude Code The release of Claude Code has ignited a complex geopolitical and corporate standoff, revealing deep seated tensions be…
AI Driven Bug Hunting Triggers Massive Surge in Security Vulnerabilities
AI Driven Bug Hunting Triggers Massive Surge in Security Vulnerabilities The landscape of cybersecurity is undergoing a seismic shift as artificial intelligence transitions from a…
MCP Authentication in 2026
MCP Authentication in 2026 The Model Context Protocol (MCP) changed how agents talk to servers. It started with local tools like calculators. Now it runs on remote servers. This s…
Build An AI QA Agent for Expo Apps
Build An AI QA Agent for Expo Apps AI agents write code fast. This means more pull requests and a higher need for quality checks. Frontend testing is harder than backend testing.…
New Benchmark for Cloud Tasks
New Benchmark for Cloud Tasks AI performance is uneven. A model might top coding benchmarks but fail at cloud work. It often invents resources that do not exist. Current benchmark…
Effort Levels in Practice: My Benchmark Results
Effort Levels in Practice: My Benchmark Results Claude models offer five effort levels: low, medium, high, xhigh, and max. Most people assume higher effort always costs more. I te…
Why Standard AI Benchmarks Systematically Underestimate Agent Capabilities
Why Standard AI Benchmarks Systematically Underestimate Agent Capabilities Current AI evaluation methods are failing to capture the true potential of frontier models, often mistak…
An AI Governance Framework on Microsoft Azure That Works
An AI Governance Framework on Microsoft Azure That Works An auditor asks one question: "Show me where this policy is enforced at runtime." Most companies fail this test. They hand…
What Happens When You Search on Netflix, Spotify, or Amazon?
What Happens When You Search on Netflix, Spotify, or Amazon? You type a few words. Millions of computations happen. Every day, billions of people search for things. Interstellar o…