Tag: chatgpt-codex
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ChatGPT Codex: Using AGENTS.md to describe the environment the sandbox must respect
A field-tested take on using AGENTS.md to describe the environment the sandbox must respect with ChatGPT Codex: what it rewards, where it breaks, and how to keep the workflow honest.
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ChatGPT Codex: Scoping tasks tightly enough that the agent can finish in one pass
A field-tested take on scoping tasks tightly enough that the agent can finish in one pass with ChatGPT Codex: what it rewards, where it breaks, and how to keep the workflow honest.
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ChatGPT Codex: Letting Codex open the PR while you stay the reviewer of record
A field-tested take on letting Codex open the PR while you stay the reviewer of record with ChatGPT Codex: what it rewards, where it breaks, and how to keep the workflow honest.
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ChatGPT Codex: Replaying failed tasks with tighter prompts instead of starting over
A field-tested take on replaying failed tasks with tighter prompts instead of starting over with ChatGPT Codex: what it rewards, where it breaks, and how to keep the workflow honest.
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ChatGPT Codex: Catching silent test skips before they ship to main
A field-tested take on catching silent test skips before they ship to main with ChatGPT Codex: what it rewards, where it breaks, and how to keep the workflow honest.
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Treating Codex as a junior engineer with an infinite patience budget
Codex does its best work when you brief it the way you'd brief a new engineer: context, constraints, and a clear definition of done, not a one-line prompt. The patience it has for iteration is real. It's still only as good as what you told it about the codebase.
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ChatGPT Codex: Splitting epics into Codex-sized tasks on purpose
A field-tested take on splitting epics into Codex-sized tasks on purpose with ChatGPT Codex: what it rewards, where it breaks, and how to keep the workflow honest.
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ChatGPT Codex: Auditing the diff, not the narrative – the code is the contract
A field-tested take on auditing the diff, not the narrative – the code is the contract with ChatGPT Codex: what it rewards, where it breaks, and how to keep the workflow honest.
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ChatGPT Codex: Keeping the human in the loop by requiring explicit acceptance
A field-tested take on keeping the human in the loop by requiring explicit acceptance with ChatGPT Codex: what it rewards, where it breaks, and how to keep the workflow honest.
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ChatGPT Codex: Parallelising bug-fix attempts and picking the cleanest patch
A field-tested take on parallelising bug-fix attempts and picking the cleanest patch with ChatGPT Codex: what it rewards, where it breaks, and how to keep the workflow honest.
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ChatGPT Codex: Using AGENTS.md to describe the environment the sandbox must respect
A field-tested take on using AGENTS.md to describe the environment the sandbox must respect with ChatGPT Codex: what it rewards, where it breaks, and how to keep the workflow honest.
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ChatGPT Codex: Scoping tasks tightly enough that the agent can finish in one pass
A field-tested take on scoping tasks tightly enough that the agent can finish in one pass with ChatGPT Codex: what it rewards, where it breaks, and how to keep the workflow honest.
More posts tagged chatgpt-codex
- ChatGPT Codex: Letting Codex open the PR while you stay the reviewer of record
- ChatGPT Codex: Replaying failed tasks with tighter prompts instead of starting over
- ChatGPT Codex: Catching silent test skips before they ship to main
- ChatGPT Codex: Treating Codex as a junior engineer with an infinite patience budget
- ChatGPT Codex: Splitting epics into Codex-sized tasks on purpose
- ChatGPT Codex: Auditing the diff, not the narrative – the code is the contract
- ChatGPT Codex: Keeping the human in the loop by requiring explicit acceptance
- ChatGPT Codex: Parallelising bug-fix attempts and picking the cleanest patch
- ChatGPT Codex: Using AGENTS.md to describe the environment the sandbox must respect
- ChatGPT Codex: Scoping tasks tightly enough that the agent can finish in one pass
- ChatGPT Codex: Letting Codex open the PR while you stay the reviewer of record
- ChatGPT Codex: Pairing Codex with tight acceptance criteria for the first time
- ChatGPT Codex: Measuring what Codex actually merged, not what it attempted
- ChatGPT Codex: Small playbook that made Codex predictable
- ChatGPT Codex: Choosing Codex for upgrades, humans for design
- ChatGPT Codex: First time we stopped Codex mid-task and why
- ChatGPT Codex: Budgeting Codex tasks when usage was still a black box
- ChatGPT Codex: Diff-first review habit we learned from Codex
- ChatGPT Codex: When Codex rewrote code we did not ask it to
- ChatGPT Codex: Scoping tasks to finish in a single pass, a beginner lesson
- ChatGPT Codex: First Codex PR that shipped without a human touch
- ChatGPT Codex: Parallel tasks and the temptation to scope too wide
- ChatGPT Codex: Sandbox surprises in the first month of Codex
- ChatGPT Codex: Writing AGENTS.md for a team that had never used agents
- ChatGPT Codex: First Codex task that opened a real pull request
- ChatGPT Codex: Pairing Codex with tight acceptance criteria for the first time
- ChatGPT Codex: Measuring what Codex actually merged, not what it attempted
- ChatGPT Codex: Small playbook that made Codex predictable
- ChatGPT Codex: Choosing Codex for upgrades, humans for design
- ChatGPT Codex: First time we stopped Codex mid-task and why
- ChatGPT Codex: Budgeting Codex tasks when usage was still a black box
- ChatGPT Codex: Diff-first review habit we learned from Codex
- ChatGPT Codex: When Codex rewrote code we did not ask it to
- ChatGPT Codex: Scoping tasks to finish in a single pass, a beginner lesson
- ChatGPT Codex: First Codex PR that shipped without a human touch
- ChatGPT Codex: Parallel tasks and the temptation to scope too wide
- ChatGPT Codex: Sandbox surprises in the first month of Codex
- ChatGPT Codex: Writing AGENTS.md for a team that had never used agents
- ChatGPT Codex: First Codex task that opened a real pull request