# Beyond Instructions: How Beads Lets AI Agents Build Like Engineers
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Key insights and notes from the YouTube video 'Beyond Instructions: How Beads Lets AI Agents Build Like Engineers' by AI Tinkerers
#ai-development
# I got a private lesson on Claude Cowork & Claude Code
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Key insights and notes from the YouTube video 'I got a private lesson on Claude Cowork & Claude Code' by Greg Isenberg
# 12-Factor Agents: Patterns of reliable LLM applications — Dex Horthy, HumanLayer
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Key insights and notes from the YouTube video '12-Factor Agents: Patterns of reliable LLM applications — Dex Horthy, HumanLayer' by AI Engineer
# fundamental skills and knowledge you must have in 2026 for SWE
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Key insights and notes from the YouTube video 'fundamental skills and knowledge you must have in 2026 for SWE' by Geoffrey Huntley
# Making Codebases Agent Ready – Eno Reyes, Factory AI
Tom Brewer5 min read
Key insights and notes from the YouTube video 'Making Codebases Agent Ready – Eno Reyes, Factory AI' by AI Engineer