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@halleylabs

Halley

Independent AI lab. Agents and the tools around them, mostly open source.

halley

Halley is an independent AI lab. We build agents and the tools around them, and we open-source most of what we make.

In 1705 Edmond Halley used first principles to predict that a comet would return in 1758. He didn't live to see it, but it came back on schedule. We try to build the same way: reason it through, ship it, and let it prove itself.

Projects

tring Voice agents defined once in YAML, run as cascade, speech-to-speech, or hybrid Python
witness Recording cache for model APIs: cheaper repeat calls, resumable runs, verifiable records Rust
agentreplay Trace protocol and replay harness that turns failed agent runs into tests JavaScript
pact Cryptographic identity and delegation protocol for agents Go
guardian Judgment sidecar that reviews every agent action before it runs JavaScript
fasthands Model-agnostic computer use with far fewer tokens and turns TypeScript
context-broker Claude Code plugin that answers big-file reads with an exact structural outline Claude Code

More at halleylabs.dev.

Popular repositories Loading

  1. agentreplay agentreplay Public

    Language-neutral trace protocol and replay harness for production AI agents

    JavaScript 3 1

  2. context-broker context-broker Public

    Cut Claude Code token usage 80-95% on big-file reads. Deterministic, ~1ms, zero egress — no second LLM.

    C++ 1

  3. tring tring Public

    Open-source voice agent stack: one agent contract, any runtime (cascade / speech-to-speech / hybrid), local-first, cost-transparent.

    Python 1

  4. pact pact Public

    A cryptographic protocol for AI agents to prove who they are, who sent them, and what they're allowed to do. Zero dependencies, zero network calls.

    Go

  5. agentreplay-site agentreplay-site Public

    Astro website for AgentReplay

    Astro

  6. witness witness Public

    A flight recorder for AI agent fleets that pays for itself — provenance-native caching proxy for model APIs (Pact + AgentReplay)

    Rust

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