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A practical recovery workflow for restarting a coding agent after interruption while keeping repository state, instructions, diffs, and pull request evidence intact.
A practical guide to choosing between terminal, IDE, cloud, pull request, and CI surfaces for coding agent work.
A practical guide to capturing what a coding agent changed, what it intentionally left alone, and what a reviewer should verify before opening a pull request.
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.
A practical rule set for assigning parallel coding agents to separate Git worktrees, branches, and pull request handoffs.
A practical checklist for handing a coding-agent pull request to reviewers with scope, checks, instruction context, risk notes, and clean pass/fail records.
A practical pattern for writing task briefs that give coding agents enough repository rules, acceptance criteria, and review handoff structure to produce changes a human can inspect.
Use failing checks as the target, require a diagnosis before edits, keep diffs small, and report exact verification before review.