How Warp ships 2,000 PRs a month with AI factories | Zach Lloyd (CEO, Warp)
· 47 min
Episode How Warp ships 2,000 PRs a month with AI factories | Zach Lloyd (CEO, Warp)
Zach Lloyd is the co-founder and CEO of Warp, an AI-powered terminal and software factory platform used by tens of thousands of engineers. Before Warp, he spent nearly a decade at Google, including time as a principal engineer on Google Sheets. He built Warp from the ground up as a modern, AI-native alternative to legacy terminals, and the team has since expanded into software factories: a full cloud-based system that takes an idea in Slack all the way through to a merged PR.
In this episode:
• Why a software factory is more than a coding agent • The public Slack → Linear → GitHub → QA workflow • Human interactions per PR as a signal of automation and throughput • Why human review is still the bottleneck • Scoring agent runs, finding failure modes, and self-improving agent workflows • Replaying real tasks to choose model cost and quality tradeoffs • CEO workflows with Figma MCP, Granola, and research agents
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Brought to you by:
DX—Engineering intelligence for the AI era
OpenArt—An all-in-one AI creation platform for images, videos, music, audio, and more
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In this episode, we cover:
(00:00) Intro
(02:35) Warp’s AI software factory, Wilson
(09:23) Automatic factory triggers
(11:12) The engineering leader dashboard Zach wishes he’d had
(15:18) How code review is changing in an AI factory
(17:08) Tracking cost per PR across model configs
(18:47) Using LLM-as-a-judge to score every agent run
(20:02) Catching redundant tests
(22:19) How the factory self-improves from failed runs
(26:03) Quick recap
(28:33) Building a cost-quality Pareto chart for model selection
(31:35) How Zach uses AI for non-technical CEO work
(32:10) Figma MCP demo
(35:43) Granola MCP demo
(36:41) GOG CLI demo
(38:20) Thinking in parallel tasks instead of sequential ones
(40:42) Zach’s prompting strategy for factory tasks
(44:48) Where to find Zach
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Tools referenced:
• Warp (AI terminal and software factories): https://warp.dev
• Warp Factories: https://warp.dev/factories
• Linear (project and issue tracking): https://linear.app
• GitHub (version control and PR management): https://github.com
• Slack (team communication and factory input layer): https://slack.com
• Sentry (crash reporting and automated issue triggers): https://sentry.io
• Figma (design, used via Figma MCP): https://figma.com
• Granola (AI meeting notes and MCP integration): https://granola.so
• Grok Bot (fast inference, cost/quality trade-off): https://x.ai/bot/guides/grok-bot-101
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Where to find Zach:
X: https://x.com/ZachLloydTweets
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Where to find Claire:
ChatPRD: https://www.chatprd.ai/
Website: https://clairevo.com/
LinkedIn: https://www.linkedin.com/in/clairevo/
X: https://x.com/clairevo
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Production and marketing by https://penname.co/. For inquiries about sponsoring the podcast, email jordan@penname.co.
Links in the notes 17
- https://getdx.com/howiai
- https://openart.ai/arena?utm_source=online&utm_medium=influencer&utm_campaign=infl-howiai-arena-na-acq-web
- https://warp.dev/
- https://warp.dev/factories
- https://linear.app/
- https://github.com/
- https://slack.com/
- https://sentry.io/
- https://figma.com/
- https://granola.so/
- https://x.ai/bot/guides/grok-bot-101
- https://x.com/ZachLloydTweets
- https://www.chatprd.ai/
- https://clairevo.com/
- https://www.linkedin.com/in/clairevo/
- https://x.com/clairevo
- https://penname.co/
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