Deep Dives · Every Saturday
Builds
Two three-hour builds from this week's retrieval theme: a harness that scores chunking, context lines and fusion on a labelled set (runnable, numpy only), or a clause-aware chunker for contracts.
Builds
Two three-hour builds from this week's ideas: a small MCP-style gateway with per-identity tool listing, deny-by-default calls and an audit log, or a skill-preselection harness that measures how routing recall falls as the catalogue grows.
Builds
Two three-hour builds from this week's ideas: a paired-counterfactual harness that sorts every recovery step into rescue, harm or unchanged, or an offset-addressed session log with idempotent producers and epoch fencing.
Builds
Two three-hour builds that turn this week's ideas (cache-aware routing, query-time context selection, suspendable agent tasks) into small Python systems you can run without a GPU.