org2AI/ORG2Public

System of record for how agents build software: Built-in rust harness & 20+ CLIs.

AI summary: Fork of ORG2 focusing on enhanced natural language understanding for organizational agents.

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Open issues
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TypeScriptAGPL-3.0Created Jun 1, 2026Last push 8d agoLatest release v1.2.3

Star history

since Jun 14, 2026
01K2KJun 2026Jun 2026Jul 2026Jul 2026
2.2K stars as of Jul 29, 2026, tracked back to Jun 14, 2026. Historical curve reconstructed from public GitHub event archives, calibrated to the current total.

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Signals and awards

derived from tracked data
  • Well documented

    High community health score

What ORG2 does

This fork of the ORG2 framework specializes in improving the natural language capabilities of organizational AI agents. It integrates advanced LLMs and fine-tuned models to better understand complex user intents and ambiguous queries. The project maintains compatibility with the core ORG2 architecture while offering superior conversational interfaces. It is designed to make interactions with enterprise agents more intuitive and effective.

Developers looking to build highly conversational enterprise AI agents. Familiarity with NLP concepts and the original ORG2 framework is recommended.

  • Enhanced NLU: Integrates advanced language models for better intent recognition.
  • Conversational Interface: Provides a more natural, chat-based interaction model for users.
  • ORG2 Compatibility: Remains fully compatible with existing ORG2 workflows and integrations.
  • Contextual Disambiguation: Handles ambiguous queries by asking clarifying questions.
  • Custom Fine-tuning: Supports easy integration of domain-specific fine-tuned models.

Where teams use it

Advanced Helpdesk

Deploying IT support agents that can understand complex, unstructured user issues.

Executive Assistant

Creating AI assistants that manage schedules and communications with high accuracy.

Data Querying

Allowing non-technical staff to query organizational databases using natural language.

Interactive Training

Building conversational agents for employee training and compliance education.

Getting started: git clone https://github.com/yorgai/ORG2.git

README

develop branch

ORG-2

The system of record for how agents build software.
Run your coding agents — replay any session, review as a team, and trace every line back to the decision behind it.


macOS Apple Silicon · Windows installer · Windows MSI · Linux AppImage · Linux DEB · All latest release assets


English · Français · 简体中文 · 繁體中文 · Español · Русский · Português · Deutsch · 日本語 · 한국어 · Türkçe · Tiếng Việt · Polski

Built with Rust and Tauri for local-first execution under 100MB on disk. Supports agent trajectory livestream and replay. Easy to follow and review.

orgii-demo.mp4

Answering why a piece of code exists — and whether it worked — has always meant stitching systems together by hand. Jira sees only tickets. Codex sees only its own sessions. GitHub sees only committed lines. Amplitude sees only metrics. That was survivable when humans wrote the code. At agent speed it isn't: code written on Monday is legacy by Friday.

ORG-2 is where your team runs its coding agents — a native Rust harness plus launchers for 20+ agent CLIs — and it builds that record automatically. Every session becomes a trajectory teammates replay like a video, reviewing how the work was actually built rather than just the diff and commenting in context. Sessions run in other tools are ingested and backfilled from their history, so the record covers work that never touched the app. The record links what the human asked for, what the agent understood, and what it actually did, so any shipped line traces back to the session that wrote it.

It is not just another AI coding tool; it is an experiment in human/agent organizations and org-level alignment. ORG-II treats agents as persistent, observable colleagues inside a structured organization — replayable execution, cross-session memory, AI blame, and a local-first Rust runtime so humans, agents, and teams can collaborate around shared context and aligned goals.

Features

Built-in Rust harness

Run fast, token-saving, customizable native agents with your existing API keys and agent subscriptions.

Run agents with the ORG-II Rust harness

Manage sessions across 10+ apps & CLIs

Load and manage agent sessions from all your tools in one place. Scan history, inspect subagents, and control each source without switching apps.

Manage agent session sources across apps and CLIs in ORG-II

Team up and review trajectories, not just PRs

Form your team and share sessions across devices and teammates. Review the full agent trajectory, not only the resulting diff, and leave comments in context.

Manage teammates and trajectory replay permissions in ORG-II

Tool calls, now as videos

Replay work from the native Rust harness and 15+ CLI agents. Messages, tool calls, file edits, and command output stay synchronized in one reviewable timeline.

Replay an agent session in ORG-II

AI blame, not just Git blame

Do not stop at who changed a line. Trace it back to the agent sessions, tool calls, and decisions that drove the change.

Trace code changes back to agent sessions and decisions in ORG-II

Stay on track

See how your time is spent across tasks and agent sessions. A daily activity timeline keeps duration, code changes, and priorities visible.

Review time spent across tasks and agent sessions in ORG-II

Full dev workspace

Use the terminal, manage source control, trace Git history, and review pull requests without leaving your agent workspace.

Source control, Git history, and code review tools in ORG-II

Design Mode

Inspect live pages in the native WebKit browser. Select an element and send its exact page context straight to the agent for a straightforward fix.

Inspect a webpage element with ORG-II Design Mode

More capabilities

  • GUI, CLI, terminal, Git, browser, LSP, timeline, and database tooling.
  • Cross-session memory, cross-agent knowledge sharing, and shared workspace state.
  • Resource-aware execution that can react to CPU, RAM, and human attention availability.
  • Agent-powered GUI end-to-end testing for supervised self-evolution.
  • Scheduling and auto-started sessions so agents can run overnight or continue work when you are away.
  • Org-level alignment surfaces (issues/projects management) for coordinating humans, agents, goals, and accountability (WIP).
  • Session collaboration and group issue workflows via self-hosted Supabase (WIP).

Supported Agents

Use ORG-II's built-in Rust harness or launch these supported coding-agent CLIs from the desktop app.

GUI + TUI

ORG-2 logo ORG-2   Cursor CLI logo Cursor CLI   Claude Code logo Claude Code   Codex logo Codex   Kiro CLI logo Kiro CLI   GitHub Copilot logo GitHub Copilot   OpenCode logo OpenCode   Antigravity logo Antigravity

TUI

Kimi Code CLI logo Kimi Code CLI   Aider logo Aider   Goose logo Goose   Amp logo Amp   Cline logo Cline   Kilo Code logo Kilo Code   Grok CLI logo Grok CLI   Devin logo Devin   Hermes logo Hermes   OpenClaw logo OpenClaw   Codebuff logo Codebuff   Qwen Code logo Qwen Code   Mimo Code logo Mimo Code   Continue logo Continue   Droid logo Droid   Mistral Vibe logo Mistral Vibe   Autohand logo Autohand   OMP logo OMP   Pi logo Pi

Download

Current build version: v1.2.3 (2026-07-30)

Download the latest ORGII desktop app with one click:

The direct download links always resolve through GitHub's latest release pointer.

Develop from source

To build or contribute from source:

pnpm install
pnpm run download:sidecars
pnpm run tauri:dev

For more contribution details, see CONTRIBUTING.md. We ask everyone to be respectful and empathetic; see CODE_OF_CONDUCT.md.

Optional native sidecars

Browser Use and Computer Use features rely on optional native helpers for browser automation and macOS screen automation:

  • agent-browser is downloaded from vercel-labs/agent-browser releases for the current OS/CPU.
  • peekaboo is downloaded from steipete/peekaboo releases on macOS.

Computer Use is currently available on macOS only. Browser Use can use agent-browser on supported platforms.

If a sidecar is missing, the Rust build creates a small placeholder resource so development builds can continue. The related capability may fall back to PATH or remain unavailable until you run pnpm run download:sidecars.

Community

Have questions, feedback, or want to follow along as ORG-2 evolves? Join us on Discord:

👉 Discord: discord.gg/tvWgAqhCzs 👉 WeChat: [#128]

  • #how-to-use-org2 and #faq — get up and running
  • #announcement — release news and updates
  • #lets-chat — share what you're building and meet the community
  • #feedback — ideas, feature requests, and bug reports

License

ORGII is licensed under the GNU Affero General Public License v3.0 or later (AGPL-3.0-or-later). See LICENSE for the full license text.

View on GitHub

Recent activity

commits and pull requests

Recent open issues

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Releases and announcements

47 total
  1. v1.2.3v1.2.3Jul 29, 2026

    ## Key changes - Builder profile: axes and highlights, localized cards (13 locales), type avatars / gallery / paired styles, and panel polish ([#543](https://github.com/org2AI/ORG2/pull/543), [#549](https://github.com/org2AI/ORG2/pull/549), [#557](https://github.com/org2AI/ORG2/pull/557)). - Chat workstation rail: responsive rail integration, per-session timeline / changes / raw views, enriched focused rail, launch-page actions, and smoother timeline / hover interactions ([#550](https://github.com/org2AI/ORG2/pull/550)). - Team inbox collaborative session handoff and related work-item surfaces ([#558](https://github.com/org2AI/ORG2/pull/558)). - Cloud: sharing scalability campaign, session reference chips in issue text, and realtime cleanup ref capture ([#539](https://github.com/org2AI/ORG2/pull/539), [#545](https://github.com/org2AI/ORG2/pull/545)). - Ingest / boot performance: snapshot discovery, zombie-proof freezing, and cursor re-anchor ([#535](https://github.com/org2AI/ORG2/pull/535)). - Sessions / history: keep imported providers lazy and isolated, refresh channel-created sidebar sessions, exclude mirrored Mimo sessions, and Kanban team-session preview replay ([#561](https:

  2. v1.2.2v1.2.2Jul 24, 20261.7K downloads

    ## Key changes - Retire global view mode and archive the old App Grid ([#495](https://github.com/org2AI/ORG2/pull/495)). - Runtime / scan performance: incremental scans, unified session pipelines, quiet hidden/idle work, quiet diagnostics and external history refresh, and lazy recent hook signals ([#496](https://github.com/org2AI/ORG2/pull/496), [#494](https://github.com/org2AI/ORG2/pull/494), [#500](https://github.com/org2AI/ORG2/pull/500)). - Cloud scale and realtime: stream large session sharing imports, reclaim connections via foreground lease, batched roster entitlements + paged listings, broadcast signals with storage-backed replay segments, guest replay access / listing coalesce / comment deltas, and org home-endpoint directory hook ([#506](https://github.com/org2AI/ORG2/pull/506), [#507](https://github.com/org2AI/ORG2/pull/507), [#509](https://github.com/org2AI/ORG2/pull/509), [#511](https://github.com/org2AI/ORG2/pull/511), [#532](https://github.com/org2AI/ORG2/pull/532), [#534](https://github.com/org2AI/ORG2/pull/534)). - Cloud / session hygiene outside PRs: copyable cloud session references, retract vanished local sessions from cloud rows, preserve remote sessions durin

  3. v1.2.1v1.2.1Jul 22, 20261K downloads

    ## Key changes - Human work logs for sessions, with virtualized presentation follow-ups in later 1.2.x ([#487](https://github.com/org2AI/ORG2/pull/487)). - Standalone orgtrack CLI, plugin system, and core module refactor ([#439](https://github.com/org2AI/ORG2/pull/439)). - Cloud reliability: retry RPC posts once on webview transport failures, recover expired sessions / login return, stop cross-org polling fanout, and harden cloud retry plus turn cancellation ([#488](https://github.com/org2AI/ORG2/pull/488), [#490](https://github.com/org2AI/ORG2/pull/490), [#493](https://github.com/org2AI/ORG2/pull/493)). - Cloud / org UX outside PRs: consolidated organization management, shared auth with paginated sidebar sessions, refined organization and session controls, and external session owners / comment controls. - Session and worktree lifecycle: unify session workspace lifecycle, align installing runtime status, and scope rewind boundary signals ([#489](https://github.com/org2AI/ORG2/pull/489), [#474](https://github.com/org2AI/ORG2/pull/474), [#477](https://github.com/org2AI/ORG2/pull/477)). - Chat UX: group MCP calls with command activity, hide empty turn metadata tabs, scope tab shortcu

  4. v1.2.0v1.2.0Jul 22, 2026144 downloads

    ## Key changes - Managed cloud collaboration: org management in chat tabs, dual-instance isolation, tombstone sync, owner-local comment runs / session forks, sharing policy UX, and cloud sign-in / billing via system browser or one-time bridge links ([#389](https://github.com/org2AI/ORG2/pull/389), [#440](https://github.com/org2AI/ORG2/pull/440), [#482](https://github.com/org2AI/ORG2/pull/482), [#401](https://github.com/org2AI/ORG2/pull/401), [#411](https://github.com/org2AI/ORG2/pull/411)). - Cloud org surfaces shipped outside PRs: unified organization management and setup, cloud login in the org selector, full-width sessions management, branded shared-session rows with live watchers, and a cloud “My sessions” sidebar section. - Beta update channel and prerelease pipeline: stalled-download handling, collapsible progress, and beta manifests that never overwrite GitHub “Latest” ([#398](https://github.com/org2AI/ORG2/pull/398), [#392](https://github.com/org2AI/ORG2/pull/392)). - Native CLI transcripts and interactive approvals: ACP PermissionCard / Claude tool approvals, Cursor native transcripts + chats-root reader, hybrid streaming reconcile, live agent-status hooks, and TUI worktr

  5. v1.1.25-beta.5v1.1.25-beta.5Jul 22, 2026pre-release4 downloads

    ## Key changes (Beta) - Cloud collaboration hardening: dual-instance isolation, tombstone sync over quota, owner comment runs / session forks, release closed sessions and clear stale presence, bound session-sharing lifecycle and caches, quiet inactive entitlement retries, and open collaboration settings from org auth flows ([#482](https://github.com/org2AI/ORG2/pull/482), [#440](https://github.com/org2AI/ORG2/pull/440)). - GitHub / work items: enrich issue content and timelines, reserve wide detail layout, polish issue list metadata, preserve external source identity and projects breadcrumb actions, lazy-load completed work items, and standardize GitHub work-item / published header rows ([#467](https://github.com/org2AI/ORG2/pull/467)). - Chat and workstation UX: highlight pasted HTTP links, markdown web-link hover actions, worktree + branch in the rail / hover card / composer bar, isolate Workstation tabs by agent session, restore replay sidebar entry switching, refresh question status after answer, ignore stale mention search results, stop linking PascalCase identifiers, clear canvas preview on session switch, and constrain loading skeleton width ([#450](https://github.com/org2A

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When work happens

weekday and hour
SunMonTueWedThuFriSat036912151821Sun 0:00 — 25 commitsSun 1:00 — 12 commitsSun 2:00 — 11 commitsSun 3:00 — 2 commitsSun 4:00 — 0 commitsSun 5:00 — 0 commitsSun 6:00 — 1 commitsSun 7:00 — 0 commitsSun 8:00 — 1 commitsSun 9:00 — 3 commitsSun 10:00 — 9 commitsSun 11:00 — 3 commitsSun 12:00 — 12 commitsSun 13:00 — 10 commitsSun 14:00 — 18 commitsSun 15:00 — 20 commitsSun 16:00 — 21 commitsSun 17:00 — 13 commitsSun 18:00 — 12 commitsSun 19:00 — 7 commitsSun 20:00 — 4 commitsSun 21:00 — 8 commitsSun 22:00 — 27 commitsSun 23:00 — 13 commitsMon 0:00 — 17 commitsMon 1:00 — 15 commitsMon 2:00 — 2 commitsMon 3:00 — 13 commitsMon 4:00 — 4 commitsMon 5:00 — 2 commitsMon 6:00 — 1 commitsMon 7:00 — 8 commitsMon 8:00 — 1 commitsMon 9:00 — 0 commitsMon 10:00 — 5 commitsMon 11:00 — 9 commitsMon 12:00 — 16 commitsMon 13:00 — 18 commitsMon 14:00 — 22 commitsMon 15:00 — 21 commitsMon 16:00 — 21 commitsMon 17:00 — 33 commitsMon 18:00 — 34 commitsMon 19:00 — 25 commitsMon 20:00 — 23 commitsMon 21:00 — 23 commitsMon 22:00 — 29 commitsMon 23:00 — 46 commitsTue 0:00 — 29 commitsTue 1:00 — 18 commitsTue 2:00 — 3 commitsTue 3:00 — 7 commitsTue 4:00 — 0 commitsTue 5:00 — 0 commitsTue 6:00 — 1 commitsTue 7:00 — 4 commitsTue 8:00 — 1 commitsTue 9:00 — 9 commitsTue 10:00 — 4 commitsTue 11:00 — 21 commitsTue 12:00 — 18 commitsTue 13:00 — 28 commitsTue 14:00 — 25 commitsTue 15:00 — 46 commitsTue 16:00 — 27 commitsTue 17:00 — 30 commitsTue 18:00 — 30 commitsTue 19:00 — 21 commitsTue 20:00 — 50 commitsTue 21:00 — 33 commitsTue 22:00 — 37 commitsTue 23:00 — 36 commitsWed 0:00 — 15 commitsWed 1:00 — 9 commitsWed 2:00 — 0 commitsWed 3:00 — 0 commitsWed 4:00 — 0 commitsWed 5:00 — 3 commitsWed 6:00 — 0 commitsWed 7:00 — 1 commitsWed 8:00 — 7 commitsWed 9:00 — 9 commitsWed 10:00 — 16 commitsWed 11:00 — 29 commitsWed 12:00 — 15 commitsWed 13:00 — 36 commitsWed 14:00 — 33 commitsWed 15:00 — 30 commitsWed 16:00 — 29 commitsWed 17:00 — 26 commitsWed 18:00 — 22 commitsWed 19:00 — 15 commitsWed 20:00 — 20 commitsWed 21:00 — 28 commitsWed 22:00 — 41 commitsWed 23:00 — 36 commitsThu 0:00 — 33 commitsThu 1:00 — 18 commitsThu 2:00 — 5 commitsThu 3:00 — 6 commitsThu 4:00 — 3 commitsThu 5:00 — 5 commitsThu 6:00 — 3 commitsThu 7:00 — 3 commitsThu 8:00 — 1 commitsThu 9:00 — 3 commitsThu 10:00 — 10 commitsThu 11:00 — 18 commitsThu 12:00 — 20 commitsThu 13:00 — 23 commitsThu 14:00 — 26 commitsThu 15:00 — 39 commitsThu 16:00 — 27 commitsThu 17:00 — 30 commitsThu 18:00 — 29 commitsThu 19:00 — 28 commitsThu 20:00 — 28 commitsThu 21:00 — 31 commitsThu 22:00 — 29 commitsThu 23:00 — 26 commitsFri 0:00 — 21 commitsFri 1:00 — 5 commitsFri 2:00 — 4 commitsFri 3:00 — 9 commitsFri 4:00 — 0 commitsFri 5:00 — 1 commitsFri 6:00 — 1 commitsFri 7:00 — 3 commitsFri 8:00 — 3 commitsFri 9:00 — 5 commitsFri 10:00 — 18 commitsFri 11:00 — 10 commitsFri 12:00 — 32 commitsFri 13:00 — 25 commitsFri 14:00 — 39 commitsFri 15:00 — 24 commitsFri 16:00 — 23 commitsFri 17:00 — 30 commitsFri 18:00 — 31 commitsFri 19:00 — 14 commitsFri 20:00 — 30 commitsFri 21:00 — 22 commitsFri 22:00 — 31 commitsFri 23:00 — 17 commitsSat 0:00 — 21 commitsSat 1:00 — 14 commitsSat 2:00 — 14 commitsSat 3:00 — 3 commitsSat 4:00 — 1 commitsSat 5:00 — 3 commitsSat 6:00 — 8 commitsSat 7:00 — 8 commitsSat 8:00 — 13 commitsSat 9:00 — 1 commitsSat 10:00 — 5 commitsSat 11:00 — 8 commitsSat 12:00 — 7 commitsSat 13:00 — 7 commitsSat 14:00 — 10 commitsSat 15:00 — 7 commitsSat 16:00 — 23 commitsSat 17:00 — 11 commitsSat 18:00 — 10 commitsSat 19:00 — 6 commitsSat 20:00 — 13 commitsSat 21:00 — 23 commitsSat 22:00 — 23 commitsSat 23:00 — 31 commits
Commit volume by weekday and hour (UTC). Larger dots mean more commits.
DateListRankStars gained
Jun 20, 2026daily#15+28
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