So the agent keeps acting on a preference from January A sarcastic comment stored as a literal fact six months ago A summary that outlived the facts that made it true. No error No alert Just quiet…

AI agents don't forget They remember the wrong thing forever! -No error -No alert Just a stale fact sitting in storage with full confidence, winning retrieval for months while the agent acts on a…

The agent that compounds correctly over time is not the one with the best retrieval. It is the one with the cleanest write layer underneath it. Hermes handles the intelligence. AtomicMemory handles…

The real moat is slowly shifting from models to memory + context quality. Agents that actually retain workflows, corrections, and decision patterns over time will compound hard. That’s why memory…

Most AI agents don’t fail because they lack memory. They fail because their memory has no expiration date. More memory ≠ Better memory. Relevance > Retention. What’s your memory decay strategy? 👇

Most AI agents don't have memory problems. They have write policy problems. Storing everything is easy. Deciding what's still true six months later is where everything falls apart. The field keeps…

Codex OAuth support is now live and set as the default in the Codex plugin quickstart. Skip the manual API key setup. Authenticate once and your coding sessions are persistent, portable, and fully…

The No-op and Clarify decisions are the ones people miss. Every decision is logged with its reasoning. If the engine got it wrong, you can see exactly why.