Notes on agent memory, correction, and trust from the Remnic project.https://remnic.ai/https://remnic.ai/blog/failure-memory-delivery-timing/https://remnic.ai/blog/failure-memory-delivery-timing/A preregistered study on where failure memories should land in an agent's loop. Turn-start recall cut repeated failures from 44% to 36%. The identical fact delivered at the action site cut them to zero.Thu, 13 Aug 2026 00:00:00 GMThttps://remnic.ai/blog/dreams-consolidation/https://remnic.ai/blog/dreams-consolidation/Remnic's background consolidation runs in three named phases: light sleep, REM, and deep sleep. Here is what each one actually does.Sat, 18 Jul 2026 00:00:00 GMThttps://remnic.ai/blog/engram-to-remnic/https://remnic.ai/blog/engram-to-remnic/A rename retrospective: what moved cleanly, what still answers to the old name, and how we are closing the gap without breaking anyone.Sat, 18 Jul 2026 00:00:00 GMThttps://remnic.ai/blog/memcorrect/https://remnic.ai/blog/memcorrect/Recall benchmarks measure what a memory system finds. MemCorrect measures whether a correction sticks, and what it breaks on the way.Sat, 18 Jul 2026 00:00:00 GMThttps://remnic.ai/blog/procedural-memory-default-on/https://remnic.ai/blog/procedural-memory-default-on/Remnic now captures how you do things, not just what is true, and injects the runbook when a matching task starts. No configuration required.Sat, 18 Jul 2026 00:00:00 GMThttps://remnic.ai/blog/remnic-relay/https://remnic.ai/blog/remnic-relay/What we built for OpenAI Build Week 2026: memory that heals an agent team instead of quietly poisoning it.Sat, 18 Jul 2026 00:00:00 GMT