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 »
I’ve never fixed a production agent by upgrading the model. Not once. Every fix came from changing what the model saw.Continue reading on Towards AI »
The Scissor Effect: Quantifying the Transition From Unstructured DevOps to Product-led Platform EngineeringHow Platform Engineering focuses on improving the productivity and efficiency of an industry.For several decades, DevOps has been one of the most…
The Fake APIs That Lie to YouContinue reading on Towards AI »
Using just Python and a real CSVContinue reading on Towards AI »
How to intercept, control, and extend AI agents without touching the logic that actually mattersContinue reading on Towards AI »