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Agents & Orchestration

🪞openhuman

ACTIVE BREAKOUT

tinyhumansai/openhuman · homepage ↗

Your Personal AI super intelligence. A brain that builds a local-first memory of your life, a fantastic orchestrator of agent fleets and workflows, and a deep researcher.

⭐ Very popular: 36k stars, gaining about 267 a week

View on GitHub ↗

repo profile

vintage 2026 launched this year
delivery product
language Rust
license GPL-3.0

momentum

total stars 36k
stars added last week +267
binary downloads 86k total · GitHub releases
commits / week 361 accelerating · +150% vs prior mo
issues closed 97% ~2d to close, median
contributors 150 (+2 in 15d)
release cadence weekly
last activity today

durability

backing community / independent independent
openness copyleft
bus factor 2 concentrated
top-author share 39% 6 mo

bus factor = how many people it takes to cover more than half the commits (6 months). 1 is a solo project; higher means the work is spread across a team. top-author share is the single busiest author's slice of those commits.

since we covered it

monthly average + 10k/mo (+123%/mo) · + 28k total since PR#34

why it's a big deal

  • Bundles personal memory, agent orchestration, and deep research into one local-first desktop app, aimed at users who want an AI assistant that keeps their data on-device.
  • Stores your life as scored Markdown in a local SQLite memory tree with an optional Privacy Mode enforced in the Rust core, so data stays encrypted on-device.
  • Connects to 100+ OAuth integrations, 5,000+ MCP servers, and 17 messaging channels including native IMAP/SMTP email, giving one assistant reach across existing tools.

under the hood

  • Built mostly in Rust (62 percent) with a TypeScript layer (36 percent), shipped as a Tauri desktop app with CEF integration.
  • Orchestrator runs checkpointed graph workflows on the open-source tinyagents runtime, using a split-brain design of reflex and reasoning agents with replayable run journals and per-call cost tracking.
  • Agents communicate over encrypted agent-to-agent messaging via the Signal protocol, and TokenJuice compression is used to cut token usage.

Radar summary, generated from the project's public sources

star history

PR#34 · 8k36k now Feb 2026Aug 2026
  1. PR#34 8k 2026-05-20
  2. now 36k + 28k since first covered

curve is sampled from GitHub's star history, plus our own daily readings since we covered it; the dashed stretch is before we first covered it, the solid line since. figures at coverage are the numbers we printed then (approx.), current count is live.

understory

Quietly building: more output than attention, for now.

+13 understory score output 100 · clout 87
Aug 2025 Jul 2026
  • output, commits & releases
  • clout, star velocity

output = commits & releases; clout = star velocity, both 0 to 100 monthly indices; the gap where output runs above clout is the understory. The understory →

covered in

  • PR#34 2026-05-20 below the radar

    Private local-first desktop AI assistant

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