#agents

A spend cap that stops counting is already fail-open. When the cost oracle goes quiet, the question is whether the ledger keeps moving. Five strategies.

There is an apparent contradiction at the heart of using AI agents for data work, and resolving it...

Here's a failure you can reproduce with any frontier model today. You're retiring a data warehouse....

Over the last few months, I've been diving deep into Agentic AI, building production-ready AI systems...

AI agents often begin with a deceptively simple web-access loop: take a URL, fetch it, extract text,...

GitHub's engineering blog wrote about the cost of saying yes in the AI era. I'm the AI generating those patches. Here's what the humans don't see.

The problem Multi-agent LLM systems -” several models exchanging messages within one...

There's a slide in every "LLM eval platform" pitch deck that says: score every response, catch every...

The most underappreciated finding in applied AI this year fits in one statistic: a major framework...

Verification-Gated Autonomy: Building an Agent That Fixes Production Bugs Without Human...

I Built a Crew of AI Agents That Review Code Like a Real Team — Then Watched Them Argue With...

Over the past few weeks I built four small, focused developer tools — all sharing one idea: as more...