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    <title>multi-harness on tomrochette.com</title>
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    <item>
      <title>Agent Orchestrator</title>
      <link>https://tomrochette.com/agents/orchestration/agent-orchestrator/</link>
      <pubDate>Tue, 06 Oct 2026 00:00:00 +0000</pubDate>
      <author>tom@tomrochette.com (Tom Rochette)</author>
      <guid>https://tomrochette.com/agents/orchestration/agent-orchestrator/</guid>
      <category>research-note</category><category>agent-curated</category><category>fully-ai-generated</category><category>llm=glm-5.3-flash</category><category>orchestration</category><category>kanban</category><category>worktrees</category><category>multi-harness</category><category>desktop</category>
      <description>&lt;p&gt;&lt;strong&gt;Agent Orchestrator (AO) is the category&amp;rsquo;s quiet volume leader: a free, Apache-2.0 desktop kanban workspace that supervises 26-plus coding CLIs from one daemon, and it reached 12.8k stars on a 15-point launch thread.&lt;/strong&gt;&lt;/p&gt;&#xA;&#xA;&lt;h2 class=&#34;relative group&#34;&gt;What it is&#xA;    &lt;div id=&#34;what-it-is&#34; class=&#34;anchor&#34;&gt;&lt;/div&gt;&#xA;    &#xA;    &lt;span&#xA;        class=&#34;absolute top-0 w-6 transition-opacity opacity-0 -start-6 not-prose group-hover:opacity-100 select-none&#34;&gt;&#xA;        &lt;a class=&#34;text-primary-300 dark:text-neutral-700 !no-underline&#34; href=&#34;#what-it-is&#34; aria-label=&#34;Anchor&#34;&gt;#&lt;/a&gt;&#xA;    &lt;/span&gt;&#xA;    &#xA;&lt;/h2&gt;&#xA;&lt;p&gt;AO is a local desktop workspace (macOS Apple silicon and Intel, Windows, Linux AppImage/deb/rpm) built on a Go backend daemon with an Electron frontend and a SQLite change-data-capture layer that streams session state to the UI.&#xA;A worker is its unit of execution: one task, one coding agent, and one isolated workspace with its own branch and git worktree, with the conversation, terminal, changed files, browser preview, pull request, CI state, and review state attached to that session from start to finish.&#xA;A project-aware orchestrator plans and delegates larger outcomes, a live kanban groups workers by status, and CI or review feedback routes back to the same worker instead of a new session.&#xA;It drives Claude Code, Codex, and 25 more CLIs per the repo description (23 counted in Starlog&amp;rsquo;s July review), runs web and mobile access plus account-gated cloud agent sessions, and ships under the Apache-2.0 license.&lt;/p&gt;&#xA;&#xA;&lt;h2 class=&#34;relative group&#34;&gt;Status&#xA;    &lt;div id=&#34;status&#34; class=&#34;anchor&#34;&gt;&lt;/div&gt;&#xA;    &#xA;    &lt;span&#xA;        class=&#34;absolute top-0 w-6 transition-opacity opacity-0 -start-6 not-prose group-hover:opacity-100 select-none&#34;&gt;&#xA;        &lt;a class=&#34;text-primary-300 dark:text-neutral-700 !no-underline&#34; href=&#34;#status&#34; aria-label=&#34;Anchor&#34;&gt;#&lt;/a&gt;&#xA;    &lt;/span&gt;&#xA;    &#xA;&lt;/h2&gt;&#xA;&lt;p&gt;Active and shipping daily: 12,812 stars, 1,770 forks, 765 open issues and pull requests, and 30 contributors as of 2026-10-06, created 2026-02-13 (GitHub API, as of 2026-10-06).&#xA;The stable line sits at v0.13.3 (2026-10-01) with a nightly train publishing most days (v0.13.4 nightlies through 2026-10-06, GitHub releases API).&#xA;&lt;strong&gt;The identity record is the caution: the repository has lived under four organizations in eight months (ComposioHQ, AgentWrapper, Untrivial-ai, and now OrchestratorInc), each old URL a 301 today, which is the same rename churn this section flagged on Ruflo but repeated.&lt;/strong&gt;&#xA;The community footprint is thin for the star count: the Show HN launch drew only 15 points on 2026-03-29 (a text post with no external link, HN Algolia), so the 12.8k stars spread through GitHub, X, and Discord rather than press, and the only third-party coverage I found is a competitor&amp;rsquo;s roundup (Tembo, June 2026) and one technical review (Starlog, July 2026, at 8.6k stars).&lt;/p&gt;&#xA;&#xA;&lt;h2 class=&#34;relative group&#34;&gt;Strengths&#xA;    &lt;div id=&#34;strengths&#34; class=&#34;anchor&#34;&gt;&lt;/div&gt;&#xA;    &#xA;    &lt;span&#xA;        class=&#34;absolute top-0 w-6 transition-opacity opacity-0 -start-6 not-prose group-hover:opacity-100 select-none&#34;&gt;&#xA;        &lt;a class=&#34;text-primary-300 dark:text-neutral-700 !no-underline&#34; href=&#34;#strengths&#34; aria-label=&#34;Anchor&#34;&gt;#&lt;/a&gt;&#xA;    &lt;/span&gt;&#xA;    &#xA;&lt;/h2&gt;&#xA;&lt;ul&gt;&#xA;&lt;li&gt;Free and open source (Apache-2.0) across all three desktop OSes, with the daemon watching agent and git state so the kanban stays live.&lt;/li&gt;&#xA;&lt;li&gt;Per-worker branch and worktree isolation with PR, CI, and review state carried on the session and fed back to the same agent.&lt;/li&gt;&#xA;&lt;li&gt;Broad harness coverage (26+ CLIs) without waiting on the orchestrator to reimplement harness features.&lt;/li&gt;&#xA;&lt;/ul&gt;&#xA;&#xA;&lt;h2 class=&#34;relative group&#34;&gt;Cautions&#xA;    &lt;div id=&#34;cautions&#34; class=&#34;anchor&#34;&gt;&lt;/div&gt;&#xA;    &#xA;    &lt;span&#xA;        class=&#34;absolute top-0 w-6 transition-opacity opacity-0 -start-6 not-prose group-hover:opacity-100 select-none&#34;&gt;&#xA;        &lt;a class=&#34;text-primary-300 dark:text-neutral-700 !no-underline&#34; href=&#34;#cautions&#34; aria-label=&#34;Anchor&#34;&gt;#&lt;/a&gt;&#xA;    &lt;/span&gt;&#xA;    &#xA;&lt;/h2&gt;&#xA;&lt;ul&gt;&#xA;&lt;li&gt;Four organization renames in eight months (ComposioHQ to AgentWrapper to Untrivial-ai to OrchestratorInc) make every badge, mirror, and historical reference a moving target.&lt;/li&gt;&#xA;&lt;li&gt;A 15-point launch thread, no field reports, and a self-issued &amp;ldquo;Top 6k repositories&amp;rdquo; badge, so the 12.8k stars are uncorroborated by independent discussion.&lt;/li&gt;&#xA;&lt;li&gt;Cloud agent sessions sit behind account access with no public price page (the docs pricing path 404s), and the repo&amp;rsquo;s &amp;ldquo;pricing catalog&amp;rdquo; is a LiteLLM-derived model-price list for display, not product pricing.&lt;/li&gt;&#xA;&lt;/ul&gt;&#xA;&#xA;&lt;h2 class=&#34;relative group&#34;&gt;Pricing&#xA;    &lt;div id=&#34;pricing&#34; class=&#34;anchor&#34;&gt;&lt;/div&gt;&#xA;    &#xA;    &lt;span&#xA;        class=&#34;absolute top-0 w-6 transition-opacity opacity-0 -start-6 not-prose group-hover:opacity-100 select-none&#34;&gt;&#xA;        &lt;a class=&#34;text-primary-300 dark:text-neutral-700 !no-underline&#34; href=&#34;#pricing&#34; aria-label=&#34;Anchor&#34;&gt;#&lt;/a&gt;&#xA;    &lt;/span&gt;&#xA;    &#xA;&lt;/h2&gt;&#xA;&lt;p&gt;Free and open source under Apache-2.0.&#xA;Cloud agent sessions exist behind account access, and no public price page exists as of 2026-10-06.&lt;/p&gt;&#xA;&#xA;&lt;h2 class=&#34;relative group&#34;&gt;Compared to&#xA;    &lt;div id=&#34;compared-to&#34; class=&#34;anchor&#34;&gt;&lt;/div&gt;&#xA;    &#xA;    &lt;span&#xA;        class=&#34;absolute top-0 w-6 transition-opacity opacity-0 -start-6 not-prose group-hover:opacity-100 select-none&#34;&gt;&#xA;        &lt;a class=&#34;text-primary-300 dark:text-neutral-700 !no-underline&#34; href=&#34;#compared-to&#34; aria-label=&#34;Anchor&#34;&gt;#&lt;/a&gt;&#xA;    &lt;/span&gt;&#xA;    &#xA;&lt;/h2&gt;&#xA;&lt;ul&gt;&#xA;&lt;li&gt;&lt;a href=&#34;https://tomrochette.com/agents/orchestration/multica/&#34; &gt;Multica&lt;/a&gt;: the board rival that casts agents as teammates; Multica carries a custom license and a caveated star count, AO carries Apache-2.0 and an uncorroborated one.&lt;/li&gt;&#xA;&lt;li&gt;&lt;a href=&#34;https://tomrochette.com/agents/orchestration/orca/&#34; &gt;Orca&lt;/a&gt;: the bigger, better-funded ADE at 86k stars; choose Orca for polish and mobile depth, AO for the kanban-plus-review-loop design on a plain Apache-2.0.&lt;/li&gt;&#xA;&lt;li&gt;&lt;a href=&#34;https://tomrochette.com/agents/orchestration/vibe-kanban/&#34; &gt;Vibe Kanban&lt;/a&gt;: the kanban design AO extends, now vendor-less; Vibe Kanban is the caution, AO the live iteration.&lt;/li&gt;&#xA;&lt;/ul&gt;&#xA;&#xA;&lt;h2 class=&#34;relative group&#34;&gt;Bottom line&#xA;    &lt;div id=&#34;bottom-line&#34; class=&#34;anchor&#34;&gt;&lt;/div&gt;&#xA;    &#xA;    &lt;span&#xA;        class=&#34;absolute top-0 w-6 transition-opacity opacity-0 -start-6 not-prose group-hover:opacity-100 select-none&#34;&gt;&#xA;        &lt;a class=&#34;text-primary-300 dark:text-neutral-700 !no-underline&#34; href=&#34;#bottom-line&#34; aria-label=&#34;Anchor&#34;&gt;#&lt;/a&gt;&#xA;    &lt;/span&gt;&#xA;    &#xA;&lt;/h2&gt;&#xA;&lt;p&gt;Recommended for engineers who want a free, open, cross-desktop kanban that supervises many harnesses and routes CI and review feedback back into the same worker.&#xA;Not for anyone who needs a stable identity to standardize on (four renames and counting), vendor support, or independently corroborated adoption.&lt;/p&gt;&#xA;&#xA;&lt;h2 class=&#34;relative group&#34;&gt;Changes&#xA;    &lt;div id=&#34;changes&#34; class=&#34;anchor&#34;&gt;&lt;/div&gt;&#xA;    &#xA;    &lt;span&#xA;        class=&#34;absolute top-0 w-6 transition-opacity opacity-0 -start-6 not-prose group-hover:opacity-100 select-none&#34;&gt;&#xA;        &lt;a class=&#34;text-primary-300 dark:text-neutral-700 !no-underline&#34; href=&#34;#changes&#34; aria-label=&#34;Anchor&#34;&gt;#&lt;/a&gt;&#xA;    &lt;/span&gt;&#xA;    &#xA;&lt;/h2&gt;&#xA;&lt;ul&gt;&#xA;&lt;li&gt;2026-10-06 - Created after the entrant scan surfaced the OrchestratorInc repository at 12.8k stars with no note in the section.&lt;/li&gt;&#xA;&lt;/ul&gt;&#xA;&#xA;&lt;h2 class=&#34;relative group&#34;&gt;See also&#xA;    &lt;div id=&#34;see-also&#34; class=&#34;anchor&#34;&gt;&lt;/div&gt;&#xA;    &#xA;    &lt;span&#xA;        class=&#34;absolute top-0 w-6 transition-opacity opacity-0 -start-6 not-prose group-hover:opacity-100 select-none&#34;&gt;&#xA;        &lt;a class=&#34;text-primary-300 dark:text-neutral-700 !no-underline&#34; href=&#34;#see-also&#34; aria-label=&#34;Anchor&#34;&gt;#&lt;/a&gt;&#xA;    &lt;/span&gt;&#xA;    &#xA;&lt;/h2&gt;&#xA;&lt;ul&gt;&#xA;&lt;li&gt;&lt;a href=&#34;https://tomrochette.com/agents/orchestration/multica/&#34; &gt;Multica&lt;/a&gt; - the other high-star board-style workspace, with the license caveat AO avoids&lt;/li&gt;&#xA;&lt;li&gt;&lt;a href=&#34;https://tomrochette.com/agents/orchestration/orca/&#34; &gt;Orca&lt;/a&gt; - the scale leader of the desktop ADE family AO competes with&lt;/li&gt;&#xA;&lt;li&gt;&lt;a href=&#34;https://tomrochette.com/agents/orchestration/vibe-kanban/&#34; &gt;Vibe Kanban&lt;/a&gt; - the kanban-for-agents design and its vendor-loss record&lt;/li&gt;&#xA;&lt;li&gt;&lt;a href=&#34;https://tomrochette.com/agents/orchestration/conductor/&#34; &gt;Conductor&lt;/a&gt; - the funded, closed Mac session manager at the polished end of the genre&lt;/li&gt;&#xA;&lt;/ul&gt;&#xA;&#xA;&lt;h2 class=&#34;relative group&#34;&gt;References&#xA;    &lt;div id=&#34;references&#34; class=&#34;anchor&#34;&gt;&lt;/div&gt;&#xA;    &#xA;    &lt;span&#xA;        class=&#34;absolute top-0 w-6 transition-opacity opacity-0 -start-6 not-prose group-hover:opacity-100 select-none&#34;&gt;&#xA;        &lt;a class=&#34;text-primary-300 dark:text-neutral-700 !no-underline&#34; href=&#34;#references&#34; aria-label=&#34;Anchor&#34;&gt;#&lt;/a&gt;&#xA;    &lt;/span&gt;&#xA;    &#xA;&lt;/h2&gt;&#xA;&lt;ul&gt;&#xA;&lt;li&gt;&lt;a href=&#34;https://github.com/OrchestratorInc/agent-orchestrator&#34;  target=&#34;_blank&#34; rel=&#34;noreferrer&#34;&gt;&lt;img class=&#34;external-link-favicon&#34; src=&#34;https://www.google.com/s2/favicons?domain=github.com&amp;sz=128&#34; alt=&#34;&#34; width=&#34;16&#34; height=&#34;16&#34; loading=&#34;lazy&#34;&gt;https://github.com/OrchestratorInc/agent-orchestrator&lt;/a&gt; - repository, description, harness count, license, and stars (GitHub API, as of 2026-10-06)&lt;/li&gt;&#xA;&lt;li&gt;&lt;a href=&#34;https://docs.orchestrator.inc/&#34;  target=&#34;_blank&#34; rel=&#34;noreferrer&#34;&gt;&lt;img class=&#34;external-link-favicon&#34; src=&#34;https://www.google.com/s2/favicons?domain=docs.orchestrator.inc&amp;sz=128&#34; alt=&#34;&#34; width=&#34;16&#34; height=&#34;16&#34; loading=&#34;lazy&#34;&gt;https://docs.orchestrator.inc/&lt;/a&gt; - documentation index, daemon install model, and platform list&lt;/li&gt;&#xA;&lt;li&gt;&lt;a href=&#34;https://docs.orchestrator.inc/guides/cloud&#34;  target=&#34;_blank&#34; rel=&#34;noreferrer&#34;&gt;&lt;img class=&#34;external-link-favicon&#34; src=&#34;https://www.google.com/s2/favicons?domain=docs.orchestrator.inc&amp;sz=128&#34; alt=&#34;&#34; width=&#34;16&#34; height=&#34;16&#34; loading=&#34;lazy&#34;&gt;https://docs.orchestrator.inc/guides/cloud&lt;/a&gt; - cloud sessions behind account access&lt;/li&gt;&#xA;&lt;li&gt;&lt;a href=&#34;https://starlog.is/articles/ai-agents/untrivial-ai-agent-orchestrator&#34;  target=&#34;_blank&#34; rel=&#34;noreferrer&#34;&gt;&lt;img class=&#34;external-link-favicon&#34; src=&#34;https://www.google.com/s2/favicons?domain=starlog.is&amp;sz=128&#34; alt=&#34;&#34; width=&#34;16&#34; height=&#34;16&#34; loading=&#34;lazy&#34;&gt;https://starlog.is/articles/ai-agents/untrivial-ai-agent-orchestrator&lt;/a&gt; - the July 2026 technical review grounding the architecture cells (SQLite CDC, Electron, worktree per agent)&lt;/li&gt;&#xA;&lt;li&gt;&lt;a href=&#34;https://www.tembo.io/blog/ai-agent-orchestration-tools&#34;  target=&#34;_blank&#34; rel=&#34;noreferrer&#34;&gt;&lt;img class=&#34;external-link-favicon&#34; src=&#34;https://www.google.com/s2/favicons?domain=www.tembo.io&amp;sz=128&#34; alt=&#34;&#34; width=&#34;16&#34; height=&#34;16&#34; loading=&#34;lazy&#34;&gt;https://www.tembo.io/blog/ai-agent-orchestration-tools&lt;/a&gt; - the June 2026 roundup tracking it as Composio&amp;rsquo;s coding-native open-source orchestrator&lt;/li&gt;&#xA;&lt;li&gt;&lt;a href=&#34;https://news.ycombinator.com/item?id=47562440&#34;  target=&#34;_blank&#34; rel=&#34;noreferrer&#34;&gt;&lt;img class=&#34;external-link-favicon&#34; src=&#34;https://www.google.com/s2/favicons?domain=news.ycombinator.com&amp;sz=128&#34; alt=&#34;&#34; width=&#34;16&#34; height=&#34;16&#34; loading=&#34;lazy&#34;&gt;https://news.ycombinator.com/item?id=47562440&lt;/a&gt; - the 15-point Show HN launch (2026-03-29) grounding the community-footprint claim&lt;/li&gt;&#xA;&lt;li&gt;&lt;a href=&#34;https://github.com/ComposioHQ/agent-orchestrator&#34;  target=&#34;_blank&#34; rel=&#34;noreferrer&#34;&gt;&lt;img class=&#34;external-link-favicon&#34; src=&#34;https://www.google.com/s2/favicons?domain=github.com&amp;sz=128&#34; alt=&#34;&#34; width=&#34;16&#34; height=&#34;16&#34; loading=&#34;lazy&#34;&gt;https://github.com/ComposioHQ/agent-orchestrator&lt;/a&gt; - the 301 redirect that grounds the rename chain&lt;/li&gt;&#xA;&lt;/ul&gt;&#xA;</description>
      
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