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Anthropic senior engineer just dropped a 1-hour course on building self-learning agentic systems with loops & graphs: • 00:19 - how Claude Code actually works • 14:20 - long horizon agents CLAUDE.md & Plan mode • 23:38 - Claude "skills" design patterns for agents • 44:01 - building agents... show more

Codez

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69,753 次观看 • 2 个月前 •via X (Twitter)

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16 条评论

Hussain Hashim | Building SundayBack 的头像

Hussain Hashim | Building SundayBack2 个月前

@0xCodez digging into the Claude "skills" section opened my eyes. I hit a wall myself on agent design until I reconsidered skill planning.

Movez 的头像

Movez2 个月前

amazing workshop with Claude Code team !

Codez 的头像

Codez2 个月前

yeah, one of the best watch on building agents with Claude in my opinion !

Suede Labs AI 的头像

Suede Labs AI2 个月前

The part after the loop deserves a timestamp too: who checks the result, and what earns another iteration? Our Agentic Adderall stack puts adversarial review inside the run. Otherwise you have invented a very confident while(true).

Dante Emanuel 的头像

Dante Emanuel2 个月前

This video is from April ?

helicerat 的头像

helicerat2 个月前

legendary watch, i'm building the same loops right now. thx bro

catman 的头像

catman2 个月前

the 14:20 section is the one i’d watch first, because CLAUDE.md and plan mode encode persistent guidance without pretending the model has durable memory. does the course show how those instructions are kept from becoming stale or contradictory?

swarly 的头像

swarly2 个月前

is there a youtube link for this?

ethan du 的头像

ethan du2 个月前

The loop matters less than who validates it. Same model proposing and marking it passed converges on its own blind spots. We split that into three roles with no shared context — find the issue, fix it, accept it — because self-review confirms, it doesn't catch.

Christopher Dean 的头像

Christopher Dean2 个月前

plan mode + skills is the real unlock

Loong🐉 的头像

Loong🐉1 个月前

an hour long course from a senior anthropic eng covering how Claude Code actually works under the hood — long horizon agents and skills design patterns are exactly the parts the docs skip. saving this one.

Alex Stone 的头像

Alex Stone2 个月前

The long-horizon agents section is the one to watch.

John Doe 的头像

John Doe2 个月前

Hi, I'm here today to teach you how can you use a huge amount of tokens.

Shon Pazarker 的头像

Shon Pazarker2 个月前

A course is useful when it changes the system you ship, not when it adds another hour to your watch list.

kepo 的头像

kepo2 个月前

great explanation about loop engineering

Luke Smith 的头像

Luke Smith2 个月前

The 'latest' best model in the video is Opus 4.7 - so this video must be from back in April? A fair bit has changed since then. But still useful

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