Uploaded July 2026 | Updated September 2026, 2 hours ago
► Learn more in our courses and social media: links.louisbouchard.ai
► My Newsletter (My AI updates and news clearly explained): louisbouchard.substack.com
►Full article and references: louisbouchard.ai/graph-engineering-explained
Graph engineering is the latest term spreading through AI Twitter, but the useful idea is how we structure work once one agent loop is not enough. In this video, I unpack Peter Steinberger's viral post and Hamel Husain's X Article, explain how retry cycles fit inside general directed workflows, and show what multi-agent orchestration looks like with Claude Code and Codex. We also cover the failure mode most diagrams ignore: reviewers built from the same model and context can share correlated blind spots. The practical takeaway is how to design state, parallel branches, outside verification, vetoes, budgets, and hard stops without building a forty-agent token furnace.
How to start in AI/ML - A Complete Guide:
►louisbouchard.ai/learnai
Become a member of the YouTube community, support my work and get a cool Discord role :
youtube.com/channel/UCUzGQrN-lyyc0BWTYoJM_Sg/join
#agents #graph #graphengineering
► Learn more in our courses and social media: links.louisbouchard.ai
► My Newsletter (My AI updates and news clearly explained): louisbouchard.substack.com
►Full article and references: louisbouchard.ai/graph-engineering-explained
Graph engineering is the latest term spreading through AI Twitter, but the useful idea is how we structure work once one agent loop is not enough. In this video, I unpack Peter Steinberger's viral post and Hamel Husain's X Article, explain how retry cycles fit inside general directed workflows, and show what multi-agent orchestration looks like with Claude Code and Codex. We also cover the failure mode most diagrams ignore: reviewers built from the same model and context can share correlated blind spots. The practical takeaway is how to design state, parallel branches, outside verification, vetoes, budgets, and hard stops without building a forty-agent token furnace.
How to start in AI/ML - A Complete Guide:
►louisbouchard.ai/learnai
Become a member of the YouTube community, support my work and get a cool Discord role :
youtube.com/channel/UCUzGQrN-lyyc0BWTYoJM_Sg/join
#agents #graph #graphengineering
