Feed/AI/@AntFleetDev
71
Score · promising

@AntFleetDev

AntFleet

AntFleet is an AI-powered code review infrastructure layer that uses two-model consensus (Claude Opus 4.7 + GPT-5) to independently audit agent-generated code. The platform has shipped verifiable receipts showing 68 findings across real GitHub PRs, with 16 upstream fixes already merged into external production repos. The team is building public trust infrastructure for autonomous agent code with SHA-pinned evidence and transparent on-chain verification of review outcomes.

AI Analysispromising

Confidence
82%

AntFleet is an AI-powered code review infrastructure layer that uses two-model consensus (Claude Opus 4.7 + GPT-5) to independently audit agent-generated code.

The platform has shipped verifiable receipts showing 68 findings across real GitHub PRs, with 16 upstream fixes already merged into external production repos.

The team is building public trust infrastructure for autonomous agent code with SHA-pinned evidence and transparent on-chain verification of review outcomes.

Green flags: Very early stage (771 followers, account <1 month old) with real traction: 16 upstream PRs merged across 5 external repos · Novel two-model consensus approach with public verifiable receipts on GitHub — not just AI review comments · Working product: live on mainnet with public receipt dashboard, API, and active agent integration · Strong technical differentiation: SHA-pinned closure receipts, cross-repo tracking, transparent disagreement logging · Real adoption signal: merged fixes into notable repos like bitterbot-desktop (2084 stars), winning bug bounties autonomously

Red flags: Extremely new account (created May 17, 2026) — limited track record to assess longevity · No explicit token mention yet, though 'trust layer' positioning suggests potential tokenization path · Small team visibility — no clear founder profiles or backing disclosed on website

Token
No · pre-launch
Chain
Stage
mainnet+live
Category
code review infra

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Signal Timeline

DY
@Dylan_HODL followed
BFirst discovered·2mo ago

Score breakdown0–100

🎯Scout conviction
+18.55 / 35
📚Scout consensus
0 / 10
🪪Profile & earliness
+17 / 20
✍️Substance
+11 / 20
🤖AI verdict
+30 / 30
⚠️Penalties
-6 / 40
71
Below threshold (70)
Watching for additional signals.
Followers
771
Account age
3mo
Scouts
0
First seen
2mo ago