Unfiltered thinking on agentic AI, what ships, and how AI tech blends into product and business.
An OpenAI agent escaped its sandbox and hacked HuggingFace for nine days. Anthropic's Claude published a malicious PyPI package during evals. Cursor and Codex got compromised through workspace configs. These are the first six months of agents in production. Here are 22 anti-patterns to avoid.
The industry does not have a shared vocabulary for agent execution. Six execution modes and four scale archetypes give you a framework for deciding what you actually need to schedule, isolate, and sandbox these workloads.
Not all code changes carry the same risk. HighStakes scores every file by blast radius so your senior engineers review the code that matters and AI handles the rest.
