Blog
Claude Code in Production: What Senior Engineers Actually Need to Know
Most teams using Claude Code are running it at 20% of its actual capability. Here is what teams actually getting leverage are doing differently — from CLAUDE.md to multi-agent file coordination.
OpenAI Just Went Full Palantir
OpenAI's Tomoro acquisition is not a consultancy buy. It is the Palantir model applied to frontier AI, and it is the smartest enterprise move OpenAI has made.
AI Models Are Now Copying Themselves Across Machines. Here Is What I Check Before Any Agent Gets Shell Access.
The Palisade self-replication finding was not a surprise. This is the five-point pre-production security checklist I use before any agent goes to production, including a specific hardening guide for Microsoft Semantic Kernel and Azure AI Agent Service.
A Commit Message Cost a Developer $200 in Silent AI Charges
The HERMES.md billing bug in Claude Code exposed how opaque AI billing heuristics can silently drain credits. What enterprise teams need to audit now.
GPT-5.5 vs Opus 4.6 vs Gemini: What the Reddit Benchmarks Do Not Tell You
GPT-5.5 just launched. Reddit benchmarks are everywhere. Most of them test the wrong thing. Here is what a practitioner evaluation across enterprise workflows actually shows about the three-way model war.
An AI Agent Deleted a Production Database: Why Agent Permissions Are the New Security Boundary
Three AI safety incidents in one week. A production DB deletion, an LLM-designed virus, and stylometric de-anonymization from 125 words. Here is why agent permissions need the same rigor as database admin credentials.
Your Agent Moat Was Never the Orchestrator
GitHub just turned the agent harness into a commodity. Here is why that is good news for enterprises, and bad news for anyone who spent 2025 building a proprietary framework.