# Community Labs

> Independent research organization founded in 2022 by Tate Berenbaum, oriented toward a single belief: access to the future of intelligence should not be gate kept by the hardware people can afford. Raised a $30M seed round led by Lightspeed Venture Partners. Originally a software development company and venture studio accelerating developer tools and adoption of the Arweave permaweb; now focused on local and consumer-hardware AI inference research.

Generated by the API Evangelist enrichment pipeline on 2026-07-20 from apis.yml and the artifacts in this repository. Community Labs publishes no llms.txt of its own (https://www.communitylabs.com/llms.txt returned 404).

## APIs

- [Hypura Ollama-Compatible Inference API](https://github.com/t8/hypura): Local-first HTTP API exposed by `hypura serve <model.gguf>` on http://127.0.0.1:8080. Drop-in replacement for Ollama clients. Endpoints: `GET /` (health), `GET /api/tags` (list loaded model), `GET /api/version`, `POST /api/show` (model metadata), `POST /api/generate` (completion, streaming NDJSON), `POST /api/chat` (chat, streaming NDJSON). No authentication; loopback only. There is no hosted Community Labs endpoint.

## Projects

- [Hypura](https://github.com/t8/hypura): Rust. Storage-tier-aware LLM inference scheduler for Apple Silicon. Places GGUF model tensors across GPU (Metal), RAM and NVMe tiers so models exceeding physical memory run without OOM. Placement modes: full-resident, expert-streaming (MoE), dense-FFN-streaming, SparseMoeMmap.
- [Autolab](https://github.com/t8/autolab): Python, Apache-2.0. Autonomous research orchestration framework. Decomposes a research directive into questions, designs YAML campaign parameter grids, executes across local/SSH/Docker/SLURM backends, analyzes results in SQLite and documents discoveries.
- [labscommunity GitHub organization](https://github.com/labscommunity): 43 public repositories of Arweave permaweb developer tooling — ArweaveKit, Arweave Wallet Kit, Arweave Storage SDK, Protocol.Land, ao-tokens, HyperBEAM.

## Packages

- [arweavekit](https://www.npmjs.com/package/arweavekit): npm. Utility library to build full stack permaweb applications.
- [arweave-wallet-kit](https://www.npmjs.com/package/arweave-wallet-kit): npm. React hooks and components for Arweave wallet interaction.
- [@arweave-wallet-kit/react](https://www.npmjs.com/package/@arweave-wallet-kit/react): npm. React support package of the wallet-kit monorepo.
- [arweave-storage-sdk](https://www.npmjs.com/package/arweave-storage-sdk): npm. ArFS-based file system; upload to Arweave paying with EVM/Solana/Cosmos stablecoins.

## CLIs

- [hypura](https://github.com/t8/hypura#quick-start): `hypura profile`, `hypura run`, `hypura bench`, `hypura inspect`, `hypura serve`. Built from source with Cargo (Rust 1.75+, CMake).
- [autolab](https://github.com/t8/autolab#quickstart): `autolab init`, `autolab run`, `autolab status`, `autolab results`, `autolab loop`.

## Artifacts

- [Packages](packages/community-labs-packages.yml): first-party client libraries and source builds.
- [CLI](cli/community-labs-cli.yml): command surfaces for hypura and autolab.
- [Changelog](changelog/community-labs-changelog.yml): Hypura release stream (v0.2.0, v0.1.0).
- [Conformance](conformance/community-labs-conformance.yml): standards posture — Ollama HTTP API, GGUF, NDJSON streaming.
- [Domain security](security/community-labs-domain-security.yml): probed TLS/HSTS/DNSSEC/CAA/SPF/DMARC posture.
- [Well-known](well-known/community-labs-well-known.yml): probed /.well-known/ surface — all paths 404.

## Company

- [Website](https://www.communitylabs.com/)
- [GitHub organization](https://github.com/labscommunity)
- [X](https://x.com/CommunityLabs)
- [LinkedIn](https://www.linkedin.com/company/communitylabs1)
- [Lightspeed portfolio listing](https://lsvp.com/company/community-labs/)

## Notes for agents

- There is no hosted Community Labs API. Hypura's HTTP surface only exists on a machine where the operator has started `hypura serve`, bound to loopback.
- Hypura's API contract is Ollama's, not a Community Labs-specific schema — use Ollama client conventions.
- No OpenAPI, AsyncAPI, webhook, OAuth scope, sandbox or rate-limit surface is published. Do not assume one.
- The PyPI package named `autolab` is an unrelated GPL-3.0 project, not Community Labs software.