The complete guide to monitoring, evaluating, and debugging LLM agents when traditional observability completely fails youContinue reading on Towards AI »
I don’t write code. I’ve never written code. I direct AI coding agents — Claude Code, mostly — and they build what I describe. Over the last few months, I’ve been building a series of single-task AI agents, each one proving a different idea about how a…
I have 14 WhatsApp groups. Family. College friends. Work. The gym group nobody posts in. That one trip-planning group from 2019 that still…Continue reading on Towards AI »
Why billions in enterprise AI investment keep hitting the same invisible wall — and what’s finally being built to fix it.Continue reading on Towards AI »
Image Disclaimer: This banner was conceptualized by the author and rendered using Gemini 3 Flash Image.A framework for figuring out when AI-generated code can be formally verified — and when you’re kidding yourself.I’ve been thinking about a problem th…
We tested 8 AI agent frameworks in production across healthcare, logistics, and fintech. Here’s what actually works — and what breaks when real users show up.Six months ago, picking an AI agent framework meant choosing between LangGraph, CrewAI, and Au…
AgentGate is a runtime accountability layer for AI agents: before an agent can execute a high-impact action, it must lock a bond as collateral. Good outcomes release the bond. Bad outcomes slash it. The mechanism makes bad behavior economically irratio…
Claude Code Section 3: Extending Claude’s Reach — 7 Concepts That Connect Claude to Your Entire StackThis is Section 3 of a 4-part series on mastering Claude Code. If you haven’t read Section 1 — The Foundations — and Section 2 — Making Claude Personal…
The Air-Gapped Chronicles: The Agentic Ecosystem — When Your AI Agents Become Your Loudest Shadow IdentitiesAn internal “productivity bot” with forgotten OAuth keys quietly exfiltrates your strategy. When agents become shadow identities, the air gap di…
Cloud-sandboxed autonomy, zero-retention guarantees, SOC 2 compliance, VPC deployments, and the Windsurf acquisition that redrew the…Continue reading on Towards AI »