● Index, cascade & speed are live measurements — the contact funnel & reliability targets are the projected architecture
Find the few that matter in millions.
Deploy a fleet of agent-finders across a read-only index of millions of builders. A token-disciplined cascade narrows the haystack; we surface only the mutual, intent-matched few — and contact only the ones who opted in.
— parallel workers · — to matches
● Live index — real & growing
—builders fingerprinted from contributors to the top AI repos · ranked by impact · read-only public code. This number is real and grows with every index run — the cascade below is the projected architecture at full scale.
The cascade · a real query → the few
loading a real query…
—
Index · real fingerprinted builders
▼ cheap L1 filter · 0 tokens
—
L1 filter · cheap, deterministic
▼ taste-weighted mesh rank
—
Matches · ranked by mesh
▼ mutual "seeking" fit · opt-in directory
directory LIVE
Bilateral intent · live — opt-in directory at fluo.team/claim
▼ opt-in + provable authorization · projected
projected
Opt-in contact · projected — via AgentMail/Resend
Index workers
—parallel fetch workers · last index build
—
Speed · time to matches
0
LLM tokens · the cascade
—
Builders · indexed & growing
—
Contributors · scanned last build
Reliability over all · the judge can't collapse · measuring…
—
Groundingcited evidence verified in the code (anti-hallucination)
—
Reliability · swap-test consistency
—
Abstain rate · escalates rather than guess
🔒 The bright line: the swarm searches a read-only index of millions; it contacts only opted-in, intent-matched builders, with provable principal authorization. Quality matching at scale — never cold outreach. Technical signals only; one-click opt-out.