neatlogs

SignalScout AI: a B2B prospecting agent that validates company data and checks its own claims before spending on enrichment or writing outreach. Evidence runs, neatlogs traces and an invite-only live beta on Crustdata data. neatHack 2026.

VeriFix (Team HyperX) — Autonomous Blast-Radius-Aware Root-Cause & Verified-Patch Engineering Agent | Built with Neatlogs (7 Active Detections), Entire (Checkpoints + Graph + Brain), cfo.ai (plan.xlsx + Ari Simulator) & AWS Lambda (us-east-1)

KINTSUGI-Ω Master Edition: an immune system for AI agents. neatlogs senses, Entire provenance, a verified multi-agent repair crew, antibodies, and kintsugi audit C1–C14. Continues the frozen #neatHack submission.

AI agent that tells recruitment agencies each week which expected fees are at risk, and what that does to their cash

💧 The payout route a chatbot can't get wrong — an agent that plans prize payouts with sourced rules, traced in neatlogs. #neatHack

Evidence-led AI agent for API adapter migrations: SerpApi research, protected contracts and scoped repair proofs.

An autonomous pit crew for AI agents: reads neatlogs traces, finds root causes, patches, and proves each fix with before/after evals. neatHack 2026.

antar (अन्तर) — a self-improving multi-agent that finds the verified gap between your ML code and the literature, opens the issue, and codes the fix. Harness learning (arXiv:2609.35738), SOD-verified, fully traced. neatHack 2026.

Your dashboard said OK. Your agent crashed. Trueup Witness checks AI agent records against what really happened, warns inside neatlogs, and fixes the tracing code.

Agent that checks the case citations in the other side's federal court filings, keeping the evidence for every finding and re-checking only new filings. Built for #neatHack.

A research agent where every sentence carries a receipt. If we didn't fetch it, we didn't say it. neatHack 2026.

Whittle AI: cut what your AI agent wastes, and prove what you saved. Finds wasted model spend, fixes it in the code, and proves the saving with before and after traces.

neatHack 2026: an AI agent you'd trust to run without watching. Built with neatlogs, Entire and cfo.ai. #neatHack