Roadmap

Roadmap

Ordered by expected impact on verified applications per hour, then by reach.

Next	Why it matters	Notes
Missing answers from benchmark B2	67.5% of non-legal questions answerable; each gap is a NEEDS YOU	scripts/bench_system.py lists them
Supervisor view of the containers	see each worker's health and batch in /control	v0.12 runs pipeline + N appliers + relay
Benchmarks B5 to B7	submissions/hour by N, code latency, fit-gate precision	Benchmarks
Async Playwright inside each applier	each applier is ~95% busy on sync waits; async overlaps browser round trips in one process	scale-out today is containers (v0.12)
Workday and iCIMS adapters	most unresolved leads live there	you create the account, the engine fills
Big-tech coverage: Apple, Netflix, Google, Meta	the user wants top-tier employers	public search endpoints to be found; submit stays yours
Retrieval memory (pgvector)	pick facts by meaning, not only by term overlap	facts and JDs as vectors; MCP tools
Bandit over strategy	learn which lane, source and timing earn replies	reward = reply or passing the screen
Engine room GPU view	readable at a glance, still uncluttered	instanced board field, glowing pipeline, 3D lane tree
v1.0	anyone can run it	one-command setup, docs site, stable APIs

Related: Decisions · Architecture · Metrics

Done recently

• v0.12: Docker execution room and data bank, atomic-claim workers, freshness bands, onsite priority, code relay (hands-free codes without an app password), queue prune, disk hygiene, system benchmarks.
• v0.10 / v0.11: title gate for non-software disciplines, control room, trust gate, first-applicant loop, priority.