Making Ideas To Impact
When AI Agents Eat Your Server: Taming Rogue Processes I was debugging a CI pipeline when Nginx stopped responding. htop showed the culprit: a Python script spinning at 99.8% CPU, and another process that had swallowed 6GB of RAM before the kernel gave up. The script was an experimental AI agent stuck in a loop … Read more
GPT-5.5 on AWS Bedrock — What AI Builders Need to Know OpenAI just made a move that changes the AI infrastructure landscape: GPT-5.5, GPT-5.4, and Codex are now available on Amazon Bedrock. This is the first time OpenAI models are natively available inside AWS. No proxy, no separate API key, no cross-cloud latency. If you … Read more
How My AI Agent Almost Broke the ERP Database A few weeks ago, my AI junior dev agent did something that made my stomach drop. It was fixing a bug in the inventory module — a simple off-by-one error in a stock calculation query. The agent wrote the fix, opened a PR, and I approved … Read more
9 Skills That Made My AI Junior Dev 10x Smarter A few weeks ago, I stumbled on a breakdown of how skills should be structured — nine distinct categories. Reading it, I realized my junior dev agent was using exactly one skill: a bug fix template. One-dimensional output. Here’s what I learned and applied to … Read more
I Let AI Run My Blog for a Month: What Broke and Worked Thirty days ago, I handed my blog publishing schedule to an AI agent and walked away. Two sites, daily deadlines, zero human intervention during publish time — or so I thought. The reality was messier. And more instructive. I run two blogs: … Read more
MCP Is the Missing Link for Agent Memory — And It Just Got Real June 1, 2026 · 6 min read This week, Cursor IDE announced it now remembers your coding preferences using MCP — the Model Context Protocol. It hit 109 points on Hacker News and it’s easy to see why. Persistent agent memory … Read more