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the forge itself: bun server, twin negotiation, context budgets, quorum merges. plumb hosts plumb.

lossy compression for code context: fit a 1M token monorepo into 8k without losing the load bearing parts.

self rewriting agent runtime. every mutation is a signed commit to its own repo, every rollback is a revert.

versioned prompt store with diffable renders and eval pins. prompts are code, treat them like it.

semantic diff review: ast aware hunks, risk scoring, review packs sized for a context window.

the plumb protocol: twins, budgets, agent identity, quorum merges. markdown only, versioned, boring.

smtp and imap bridge exposing mail as typed tools, with operator approval gates on anything that sends.

work stealing scheduler for agent fleets: leases, heartbeats, retries with provenance attached.

embedding cache with ttl and drift detection. boring on purpose, fast by accident.

field notes on tool use failure modes, written by the operator who got paged for them.