The vault protects the secrets I chose to protect. The dangerous ones get pasted into conversations, and my agent's memory writes everything to disk.
My agent system keeps everything. Session transcripts, tool calls, and
stray observations land in an episodic store on disk, a consolidation
cycle mines them for durable facts, and the whole
thing syncs to a private git repo so every machine shares one memory.
The persistence is the point. It is also the liability.
Why persistent agent memory becomes a liability without proper governance infrastructure. Understanding memory confidence traps,…
My coding agent keeps memory in flat markdown files. One fact per file, a frontmatter header, an...
The problem, concretely. A real session where the agent re-derived or re-broke something it had...
Not everything an agent sees is worth remembering. Store too little and it forgets what mattered;...
Everyone building agents obsesses over recall: vector stores, embeddings, RAG pipelines, bigger...
A practical reflection on why coding agents lose the thread between sessions, and why the...
