Technical posts, case studies, and research from the Myco Brain team.
2026-06-03
How we built a memory system that scales to tens of thousands of agent interactions. Deterministic writes, confidence gating, and graph traversal keep retrieval precise as the corpus grows.
2026-05-27
Vector databases are the default for agent memory. We ripped ours out. Here's why a relational knowledge graph on Postgres outperforms pure vector search for agent recall.
2026-05-20
We audited 10,134 agent memory entries and found 97% were noise. Why this happens, why vector databases make it worse, and the deterministic system that fixes it.
2026-05-20
We audited 10,134 memory entries and labeled 9,791 as noise — duplicates, hallucinations, or malformed extractions. Here's how we measured it and how you can reproduce it.