8 min read
Why Memoato Is Becoming a Trustworthy Context Product
What started as a personal memory app is becoming a context layer for people and AI agents, without abandoning the personal product that exposed the real problem.
Field notes.
Practical notes from backend engineering and building products, plus occasional writing about business, family, and ambition.
Search results.
4 notes for “Memory”
3 min read
Agent Memory Needs Provenance, Not Vibes
Why agent memory is only useful when every durable fact points back to a source, a date, and a reason it should still be trusted.
3 min read
Which Context Should Win?
Agent reliability is not only retrieval. The hard part is deciding which source is allowed to control the next action when context conflicts.
5 min read
Memory Is Not Enforcement
Why agent memory is useful, but not enough. The real work is source-backed context, permissions, stale-context detection, and eval traces.