The Hive
The Hive is a live governance layer for swarms of autonomous AI agents.
Core trick
Intercepts every agent action through an independent policy check that returns allow, deny, or escalate, and appends each decision to an immutable log.
Description
The Hive is a live governance layer for swarms of autonomous AI agents. Agents do real work here, collecting for a microfinance loan portfolio but every action they take is intercepted by an independent Warden that authorizes, denies, or escalates it against written policy, then records it to an immutable, regulator-readable audit trail. When an agent goes rogue and tries to break policy, the Warden catches it live. The result: autonomous agents become deployable in regulated, high-stakes operations because they finally become accountable.
README excerpt
# THE HIVE **A live governance layer for swarms of autonomous AI agents.** Agents do real work; an independent **Warden** authorizes, denies, or escalates *every* action against written policy, and records an immutable, regulator-readable audit trail. When an agent tries to break the rules, the Warden catches it — live. The whole system is visualized as a living hive: agents are bees, the Warden is the comb every bee must pass through, and every decision animates as color (green allow, amber escalate, red deny). Built at the Claude Build Day (San Francisco, June 13, 2026) on **Claude Opus 4.8**. 🔴 **Live:** https://efficient-adventure-production-85e6.up.railway.app — seeded on boot, the hive renders live. Walkthrough in [`DEMO.md`](DEMO.md). > **Why this matters.** Autonomous agents are capable enough to run real operations — moving money, > contacting customers, touching critical systems. They are not *deployed* in serious, regulated > settings for one reason: no one can prove an agent stayed within its authority. THE HIVE makes > agents **accountable**, and therefore **deployable**: every action passes a governance layer with > written policy, human approval gates, and an audit trail an auditor could read. The live domain is **regulated financial collections/servicing** — a swarm working a synthetic loan portfolio. The governance layer is the product; finance is just the setting. The architecture is domain-agnostic (see the Guard seam), so the same Warden could govern