Viewing profile — silentsvn

Thanks for the response The determinism trade-off is genuinely interesting — auditability over fuzziness is a real design philosophy, not just a limitation. We've been building som…

The inspectability angle is genuinely useful, being able to trace exactly why something was retrieved is something vector search can't offer, and the tag-receipt approach is clean …

The /compact trigger is a clean pattern — agent-initiated but human-confirmed. Makes the interface feel more like a review than an interruption. The retroactive feeding of recorded…

Interesting approach with the hierarchy. I went the opposite direction with engram-mcp — flat structure, 5 tools, semantic search via Ollama (nomic-embed-text) with keyword fallbac…

> I’m sticking with humans for the moment Haha totally get this statement. The HitL fine-tuning angle is exactly right. The labeled dataset you're building (good/bad/stylistically-…

[dead]

[dead]

Been saying this for a while. Vector similarity is the wrong primitive for agent memory. It finds things that sound related, not things that are actually relevant given current con…

Concurrent writes are the right problem to be solving. Most agent memory implementations assume a single writer and fall apart the second you have parallel tool calls or multi-agen…

You're right, and it's the part that keeps me up. We handle it with versioned writes — each memory has a createdAt, observedAt, and a validUntil that can be set explicitly or infer…

Human-driven compaction is interesting — you sidestep the "what's worth keeping" problem by putting a person in the loop. The tradeoff I've hit is that agents running autonomously …

The scoring layer sits between ingestion and storage. Incoming items get evaluated on a few axes: source reliability (did the agent observe this directly or was it told?), semantic…

One thing I've been wrestling with building persistent agents is memory quality. Most frameworks treat memory as a vector store — everything goes in, nothing gets resolved. Over ti…

This is coming from someone whose father just bought them their first Mac. Hmmmmm