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Agent loop Series' Articles

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What an agent loop is (and isn't): state, action, stop
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What an agent loop is (and isn't): state, action, stop

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3 min read
The simplest loop that works: a write-test-fix agent, step by step
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The simplest loop that works: a write-test-fix agent, step by step

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3 min read
The sandbox in an agent loop: from the model's text to a reliable observation
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The sandbox in an agent loop: from the model's text to a reliable observation

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3 min read
Who writes the agent's tests: three ways to define what's correct
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Who writes the agent's tests: three ways to define what's correct

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4 min read
From generating files to using tools: a code agent's ReAct loop
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From generating files to using tools: a code agent's ReAct loop

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3 min read
The agent inside a real repo: isolating tasks with git worktree and shipping a PR
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The agent inside a real repo: isolating tasks with git worktree and shipping a PR

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3 min read
From a Jira ticket to a pull request: the end-to-end autonomous system
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From a Jira ticket to a pull request: the end-to-end autonomous system

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3 min read
The hard limits of an autonomous agent: what keeps it from disaster
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The hard limits of an autonomous agent: what keeps it from disaster

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3 min read