The Token Was Valid. My Headless Agent 401'd Anyway.
The Token Was Valid. My Headless Agent 401'd Anyway. I built two small tools to call Claude via code. One generates commit messages. The other updates profiles. The code looked pe…
GyaanSetu AI
AI, machine learning and LLM insights.
Building AI Agents for Payroll Validation
Building AI Agents for Payroll Validation Most articles about AI agents for payroll target HR buyers. They do not target the builders. If you build payroll agents for small accoun…
6 Bugs Only a Live Model Could Teach Us
6 Bugs Only a Live Model Could Teach Us Offline tests are necessary. They are not enough. I built AgentOps Debugger to track environmental compliance in Peru. It uses Qwen plus on…
Still In The Game: Why We Keep Coding
Still In The Game: Why We Keep Coding We have seen this pattern before. In 1950, Claude Shannon wrote about machines playing chess. It started a long contest between human skill a…
The AI Agent Tooling Explosion
The AI Agent Tooling Explosion AI agents are moving fast. One week people talk about chat. The next week they talk about agents that ship features while you sleep. One new plugin…
I Ran the Numbers on a $40K Local LLM Rig
I Ran the Numbers on a $40K Local LLM Rig Stop renting intelligence from cloud providers. Start owning it. I spend $70 every month on OpenAI and Anthropic. That is $840 a year. I…
Iterating with Intelligence: AI Assisted Glaze Development
Iterating with Intelligence: AI Assisted Glaze Development Potters often face frustration when a glaze looks good in a bucket but fails in the kiln. It might crawl, craze, or look…
Isolating LLM Emails in Automated Workflows
Isolating LLM Emails in Automated Workflows When an LLM agent starts sending emails or approving tickets, the problem changes. It is no longer about if your prompt works. Now, you…
The Messenger Gate: Birth of the Fourth Gate
The Messenger Gate: Birth of the Fourth Gate I built a Gate system to keep my actions safe. The Link Gate handles outbound links. The Crate Gate handles package installations. The…
Building A Safe Delivery Pipeline for Agents
Building A Safe Delivery Pipeline for Agents Most agent demos skip a vital question. How do you let an autonomous system send things on your behalf without double sending or shipp…
AI Field Notes 2026
AI Field Notes 2026 AI changed coding. Many people still struggle to use these tools well. They look for a magic solution, but the secret is simpler. Success with AI depends on cl…
25 Years of Headacheses. Zero Doctors Found the Cause. One AI Conversation Did.
25 Years of Headacheses. Zero Doctors Found the Cause. One AI Conversation Did. A 62 year old man in India suffered for 25 years. He dealt with kidney failure, diabetes, and hyper…
Demystifying AI: A Essential Glossary for the Modern Tech Era
Demystifying AI: A Essential Glossary for the Modern Tech Era The rapid evolution of artificial intelligence has birthed an entirely new lexicon that can leave even seasoned profe…
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…
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…
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…
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…
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…