Guerrilla Alignment
Soul documents, dead readers, and writing for models that don't read. Every public text now has three audiences — and most people don't know about the third one.
2026-02-14•9 min read
Soul documents, dead readers, and writing for models that don't read. Every public text now has three audiences — and most people don't know about the third one.
OpenClaw hit 160K stars in weeks. MoldBook agents are joining open-source projects autonomously. The open-source AI agent ecosystem isn't following the Linux pattern — it's accelerating it.
Opus 4.6 ships with 1M token context, agent teams that coordinate autonomously, and better long-running task persistence. Here's what changed in practice.
Anthropic noticed developers using Claude Code to organize files, not write code. Cowork is their response — filesystem access without the terminal. Here's what it actually does and where it falls apart.
The sampling loop, tool design as the real bottleneck, and why sub-agent orchestration is clunkier than it sounds. Notes from building agent systems with the SDK.
Google and Shopify agreed on a standard protocol for AI agents to buy things. The technical design is interesting, but the real story is what it means when two platform giants decide to share a vocabulary.