Review CI Permissions Before a Coding Agent Repairs Tests
A practical workflow for checking CI permissions, workflow scope, and secret exposure before letting a coding agent start a repair loop.
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Agent Run Evidence Ledgers for Human Review
A practical guide to what evidence a coding agent should capture during a run, how to structure that evidence into a ledger a human reviewer can act on, and how to hand it off through a pull request or CI workflow.
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How Agent Guides Fail Without Source Backing: A Field-Level Breakdown
Agent guides that lack source backing produce instructions agents cannot verify, leading to silent drift, broken CI, and unsafe automation decisions. This article maps the concrete failure modes, explains where guidance gaps originate in real instruction files and memory systems, and gives operators a practical workflow for diagnosing and hardening their own agent guides.
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How to Produce Reviewable Diffs From Coding Agent Sessions
A practical guide to structuring coding agent sessions so every change lands as a clean, reviewable diff — covering branch strategy, git worktree isolation, pull request conventions, and CI checks that keep human reviewers in control.
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How to Write Secret-Free Examples for Coding Agent Tutorials
A practical guide for teams writing coding agent tutorials that include runnable examples — how to keep secrets out of instruction files, workflow YAML, and shared prompts without breaking the examples that readers actually run.
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CI Repair Loops for Coding Agents: A Practical Workflow Guide
How to structure a coding agent CI repair loop: detect a failing CI run, hand the failure context to an agent, validate the fix, and gate the PR without losing evidence or spinning into runaway retry cycles.
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Keep Coding Agent Prompt Registries Consistent With Drift Checks
Coding agents read instruction files — AGENTS.md, CLAUDE.md, .github/copilot-instructions.md, and memory files — to understand what tools, workflows, and conventions are available. When those files drift from the actual runtime environment, agents make confidently wrong decisions. This guide explains what prompt registry drift is, how it appears across popular agent runtimes, and how to detect and prevent it with CI-backed drift checks.
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Triage CI Failures With a Coding Agent Without Losing the Evidence
A practical GitHub Actions triage workflow for asking a coding agent to reproduce, explain, patch, and hand off CI failures.
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