--- schema: 1 type: video title: >- Orchestras, Not Factories: How the Fastest Builders Work — Charlie Holtz, Conductor description: >- "I honestly kind of hate the term 'software factory.'" Charlie Holtz, co-founder and CEO of Conductor, the desktop app for running many coding agents at once, has watched many of the best builders up close. He shares the principles they have in common. Stay near the frontier, but don't try to beat the market: if a workflow works for everyone, the big labs will build it into the default. Create "slop-free zones," like migrations, docs and skill files, that always get careful human review. Feed the beast by putting every Slack message, bug report and meeting into one database your agents can query. And give agents free range, with cloud sandboxes where they keep running after you close your laptop. Holtz demos a new version of Conductor that adds real-time collaboration and agents you can start from your phone. He closes with his case for orchestras over factories: humans at the center, conducting teams of people and agents instead of managing an assembly line. Speaker info: X/Twitter: @charlieholtz (https://x.com/charlieholtz) Related links: Conductor: https://www.conductor.build Timestamps: 0:00 Intro 1:05 What Conductor is 1:40 Principles from the best builders 2:00 1. Stay near the frontier 3:25 2. Don't try to beat the market 5:25 3. Create slop-free zones 7:25 4. Feed the beast 8:40 5. Free-range agents 9:55 Demo: Conductor in the cloud 10:45 Real-time collaboration 13:25 Starting agents from your phone 14:40 6. Orchestras, not factories 16:50 Recap --- Watch along with the corrected transcript, summary, timestamps and resources on this talk's official AIE page: https://ai.engineer/talks/TRfzFJCJ7ZE-youtube-4256dc47c47333cd784f Join our upcoming AI Engineer conferences (see https://ai.engineer landing page): - AIEi Shanghai, November 5–6 — the first for meeting top Chinese labs and engineers - AIE CODE in SF, November 10–12 — the top AI Coding conference returns - AIEi Sydney, December 7–8 — the first AIEi run alongside NeurIPS 2026 in Sydney --- canonical: 'https://liquidgold.cc/watch/TRfzFJCJ7ZE' markdown: 'https://liquidgold.cc/watch/TRfzFJCJ7ZE.md' llms: 'https://liquidgold.cc/watch/TRfzFJCJ7ZE/llms.txt' parent: 'https://liquidgold.cc/channel/aidotengineer.md' channel: aidotengineer updated: '2026-10-23T22:20:25.418Z' language: null children: [] videoId: TRfzFJCJ7ZE durationSeconds: 1065 publishedAt: '2026-09-27T16:30:08.000Z' searchChunks: - ordinal: 0 text: null startSeconds: 25 endSeconds: 69 watch: 'https://liquidgold.cc/watch/TRfzFJCJ7ZE?t=25' heldReason: rights - ordinal: 1 text: null startSeconds: 128 endSeconds: 140 watch: 'https://liquidgold.cc/watch/TRfzFJCJ7ZE?t=128' heldReason: rights - ordinal: 2 text: null startSeconds: 128 endSeconds: 140 watch: 'https://liquidgold.cc/watch/TRfzFJCJ7ZE?t=128' heldReason: rights - ordinal: 3 text: null startSeconds: 207 endSeconds: 218 watch: 'https://liquidgold.cc/watch/TRfzFJCJ7ZE?t=207' heldReason: rights - ordinal: 4 text: null startSeconds: 207 endSeconds: 218 watch: 'https://liquidgold.cc/watch/TRfzFJCJ7ZE?t=207' heldReason: rights - ordinal: 5 text: null startSeconds: 218 endSeconds: 329 watch: 'https://liquidgold.cc/watch/TRfzFJCJ7ZE?t=218' heldReason: rights - ordinal: 6 text: null startSeconds: 218 endSeconds: 329 watch: 'https://liquidgold.cc/watch/TRfzFJCJ7ZE?t=218' heldReason: rights - ordinal: 7 text: null startSeconds: 340 endSeconds: 451 watch: 'https://liquidgold.cc/watch/TRfzFJCJ7ZE?t=340' heldReason: rights - ordinal: 8 text: null startSeconds: 451 endSeconds: 462 watch: 'https://liquidgold.cc/watch/TRfzFJCJ7ZE?t=451' heldReason: rights - ordinal: 9 text: null startSeconds: 462 endSeconds: 527 watch: 'https://liquidgold.cc/watch/TRfzFJCJ7ZE?t=462' heldReason: rights - ordinal: 10 text: null startSeconds: 462 endSeconds: 527 watch: 'https://liquidgold.cc/watch/TRfzFJCJ7ZE?t=462' heldReason: rights - ordinal: 11 text: null startSeconds: 608 endSeconds: 652 watch: 'https://liquidgold.cc/watch/TRfzFJCJ7ZE?t=608' heldReason: rights - ordinal: 12 text: null startSeconds: 652 endSeconds: 664 watch: 'https://liquidgold.cc/watch/TRfzFJCJ7ZE?t=652' heldReason: rights - ordinal: 13 text: null startSeconds: 664 endSeconds: 814 watch: 'https://liquidgold.cc/watch/TRfzFJCJ7ZE?t=664' heldReason: rights - ordinal: 14 text: null startSeconds: 664 endSeconds: 814 watch: 'https://liquidgold.cc/watch/TRfzFJCJ7ZE?t=664' heldReason: rights - ordinal: 15 text: null startSeconds: 880 endSeconds: 890 watch: 'https://liquidgold.cc/watch/TRfzFJCJ7ZE?t=880' heldReason: rights - ordinal: 16 text: null startSeconds: 890 endSeconds: 1010 watch: 'https://liquidgold.cc/watch/TRfzFJCJ7ZE?t=890' heldReason: rights --- # Orchestras, Not Factories: How the Fastest Builders Work — Charlie Holtz, Conductor "I honestly kind of hate the term 'software factory.'" Charlie Holtz, co-founder and CEO of Conductor, the desktop app for running many coding agents at once, has watched many of the best builders up close. He shares the principles they have in common. Stay near the frontier, but don't try to beat the market: if a workflow works for everyone, the big labs will build it into the default. Create "slop-free zones," like migrations, docs and skill files, that always get careful human review. Feed the beast by putting every Slack message, bug report and meeting into one database your agents can query. And give agents free range, with cloud sandboxes where they keep running after you close your laptop. Holtz demos a new version of Conductor that adds real-time collaboration and agents you can start from your phone. He closes with his case for orchestras over factories: humans at the center, conducting teams of people and agents instead of managing an assembly line. Speaker info: X/Twitter: @charlieholtz (https://x.com/charlieholtz) Related links: Conductor: https://www.conductor.build Timestamps: 0:00 Intro 1:05 What Conductor is 1:40 Principles from the best builders 2:00 1. Stay near the frontier 3:25 2. Don't try to beat the market 5:25 3. Create slop-free zones 7:25 4. Feed the beast 8:40 5. Free-range agents 9:55 Demo: Conductor in the cloud 10:45 Real-time collaboration 13:25 Starting agents from your phone 14:40 6. Orchestras, not factories 16:50 Recap --- Watch along with the corrected transcript, summary, timestamps and resources on this talk's official AIE page: https://ai.engineer/talks/TRfzFJCJ7ZE-youtube-4256dc47c47333cd784f Join our upcoming AI Engineer conferences (see https://ai.engineer landing page): - AIEi Shanghai, November 5–6 — the first for meeting top Chinese labs and engineers - AIE CODE in SF, November 10–12 — the top AI Coding conference returns - AIEi Sydney, December 7–8 — the first AIEi run alongside NeurIPS 2026 in Sydney --- Canonical: https://liquidgold.cc/watch/TRfzFJCJ7ZE · Channel: [AI Engineer](https://liquidgold.cc/channel/aidotengineer.md) > Search chunk text is held until public-source provenance is verified. ## Document chunks > Missing: no stored document chunks are available.