Listen "How to Checkpoint Code Projects with AI Agents: Save Your Work, Stay on Track, Reduce Rework"
Episode Synopsis
In this video we explore AI checkpointing - why it's useful, what checkpoints are useful for AI, and how to implement them.Original blog post with all links: https://hamy.xyz/blog/2025-07_ai-checkpointingChapters00:00 - Intro01:15 - What is a checkpoint? 01:35 - A code checkpoint is like a save in a game03:10 - A project checkpoint is like a quest tracker04:20 - How to implement code checkpoints08:50 - How to implement project checkpoints11:40 - RFCs are useful for keeping projects and humans on track13:40 - Task description files allow for more detailed, reusable AI prompts15:30 - Task tracking files help the AI stay on track17:05 - How I build software with AI agents and checkpointingLinks:- Stop Vibe Coding, Start Power Coding - How To Write Quality Software Faster With Agentic AI - https://www.youtube.com/watch?v=akiymB1PyjY&ab_channel=HAMYLABS- I Vibe-Coded a C# Library with Claude Code - Here's 6 Things I Learned - https://www.youtube.com/watch?v=sJBp1NEYgek&ab_channel=HAMYLABS- My Career in Programming Languages - https://www.youtube.com/watch?v=J0iX5FdX0h8&ab_channel=HAMYLABSAbout me: I'm Hamilton - a Technomancer building Simple Scalable Systems.Connect with me:- Website: https://hamy.xyz- Email List: https://hamniverse.substack.com/- Twitter: @SIRHAMY - https://twitter.com/SIRHAMY- BlueSky: https://bsky.app/profile/sirhamy.bsky.social- Pod Cast: HAMY LABS POD - https://hamylabspod.buzzsprout.com/# Support the ChannelIf you liked this and would like to see more, consider becoming a HAMINIONs supporter: https://hamy.xyz/labs/haminionsSupporters get:* Full source code access from courses / tutorials* Exclusive discounts on products / coursesPlus you help me to keep experimenting / sharing!Additional ways to support: * YouTube channel members get early access to videos (sometimes weeks before they go public!)* Sponsor posts on the blog / channel: https://hamy.xyz/labs/sponsors* Buy merch from my shop - https://shop.hamy.xyz/
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