How Two Engineers Ship Like a Team of 15 With AI Agents episode artwork

EPISODE · Jun 11, 2025 · 54 MIN

How Two Engineers Ship Like a Team of 15 With AI Agents

from AI & I · host Dan Shipper

If you’re using AI to just write code, you’re missing out.Two engineers at Every shipped six features, five bug fixes, and three infrastructure updates in one week—and they did it by designing workflows with AI agents, where each task makes the next one easier, faster, and more reliable.In this episode of AI & I, Dan Shipper interviewed the pair—Kieran Klaassen, general manager of Cora, our inbox management tool, and Cora engineer Nityesh Agarwal—about how they’re compounding their engineering with AI. They walk Dan through their workflow in Anthropic’s agentic coding tool, Claude Code, and the mental models they’ve developed for making AI agents truly useful. Kieran, our resident AI-agent aficionado, also ranked all the AI coding assistants he’s used.If you found this episode interesting, please like, subscribe, comment, and share! Want even more?Sign up for Every to unlock our ultimate guide to prompting ChatGPT here: https://every.ck.page/ultimate-guide-to-prompting-chatgpt. It’s usually only for paying subscribers, but you can get it here for free.To hear more from Dan Shipper:Subscribe to Every: https://every.to/subscribe Follow him on X: https://twitter.com/danshipper   Sponsors:Microsoft TeamsWant seamless collaboration without the cost? Microsoft Teams offers a robust free plan for individuals that delivers unlimited chat, 60-minute video meetings, and file sharing—all within one intuitive workspace that keeps your projects moving forward. Head to ⁠https://aka.ms/every⁠ to use Teams for free, and experience effortless collaboration, today.Attio: Go to⁠⁠⁠⁠ https://www.⁠⁠⁠⁠attio.com/every⁠⁠⁠⁠⁠ and get 15% off your first year on your AI-powered CRM.Timestamps:Introduction: 00:01:16Why Kieran believes agents are turning a corner: 00:03:18Why Claude Code stands out from other agents: 00:06:36What makes agentic coding different from using tools like Cursor: 00:11:58The Cora team’s workflow to turn tasks into momentum: 00:15:20How to build a prompt that turns ideas into plans: 00:23:07The new mental models for this age of software engineering: 00:34:00Why traditional tests and evals still matter: 00:39:13Kieran ranks all the AI coding agents he’s used: 00:42:00Links to resources mentioned in the episode:Try Cora, our AI email assistant: https://cora.computer/  Kieran Klaassen: @kieranklaassenNityesh Agarwal: @nityeshagaThe book that helps Nityesh form mental models to work with AI agents: High Output ManagementA guide to Anthropic’s prompt improver: https://www.anthropic.com/news/prompt-improver 

If you’re using AI to just write code, you’re missing out.Two engineers at Every shipped six features, five bug fixes, and three infrastructure updates in one week—and they did it by designing workflows with AI agents, where each task makes the next one easier, faster, and more reliable.In this episode of AI & I, Dan Shipper interviewed the pair—Kieran Klaassen, general manager of Cora, our inbox management tool, and Cora engineer Nityesh Agarwal—about how they’re compounding their engineering with AI. They walk Dan through their workflow in Anthropic’s agentic coding tool, Claude Code, and the mental models they’ve developed for making AI agents truly useful. Kieran, our resident AI-agent aficionado, also ranked all the AI coding assistants he’s used.If you found this episode interesting, please like, subscribe, comment, and share! Want even more?Sign up for Every to unlock our ultimate guide to prompting ChatGPT here: https://every.ck.page/ultimate-guide-to-prompting-chatgpt. It’s usually only for paying subscribers, but you can get it here for free.To hear more from Dan Shipper:Subscribe to Every: https://every.to/subscribe Follow him on X: https://twitter.com/danshipper   Sponsors:Microsoft TeamsWant seamless collaboration without the cost? Microsoft Teams offers a robust free plan for individuals that delivers unlimited chat, 60-minute video meetings, and file sharing—all within one intuitive workspace that keeps your projects moving forward. Head to ⁠https://aka.ms/every⁠ to use Teams for free, and experience effortless collaboration, today.Attio: Go to⁠⁠⁠⁠ https://www.⁠⁠⁠⁠attio.com/every⁠⁠⁠⁠⁠ and get 15% off your first year on your AI-powered CRM.Timestamps:Introduction: 00:01:16Why Kieran believes agents are turning a corner: 00:03:18Why Claude Code stands out from other agents: 00:06:36What makes agentic coding different from using tools like Cursor: 00:11:58The Cora team’s workflow to turn tasks into momentum: 00:15:20How to build a prompt that turns ideas into plans: 00:23:07The new mental models for this age of software engineering: 00:34:00Why traditional tests and evals still matter: 00:39:13Kieran ranks all the AI coding agents he’s used: 00:42:00Links to resources mentioned in the episode:Try Cora, our AI email assistant: https://cora.computer/  Kieran Klaassen: @kieranklaassenNityesh Agarwal: @nityeshagaThe book that helps Nityesh form mental models to work with AI agents: High Output ManagementA guide to Anthropic’s prompt improver: https://www.anthropic.com/news/prompt-improver

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If you’re using AI to just write code, you’re missing out.Two engineers at Every shipped six features, five bug fixes, and three infrastructure updates in one week—and they did it by designing workflows with AI agents, where each task makes the next...

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