coding agents · operations · case study

Cline Ops Discipline

Workflow rules for keeping coding agents narrow, reviewable, and out of runaway context.

  • Cline
  • GLM
  • Repo workflows
  • Large tasks
  • Verification

$ head -n 1

The operating model behind using Cline for repo work: repo questions, plan-edit-verify passes, broad-task discovery, and monitoring for tasks that start to sprawl.

$ grep -i "goal"

The goal is to make a coding agent behave like a careful collaborator: inspect before editing, plan before broad changes, and verify after implementation. The agent should get narrower as it learns, not wider.

$ grep -i "workflows"

Small explicit changes can go straight to implementation. Questions about a codebase use a read-only repo-question path. Multi-file work uses plan-edit-verify. Broad or vague requests start with discovery and stop at a phased plan.

That separation makes the workflow inspectable. The human can see whether the task is a one-file patch, a multi-file change, or an architecture pass before the agent starts cutting across the repo.

$ grep -i "budgeting"

Long-context models can make broad tasks feel effortless until the context bill, latency, or quality drift shows up. The practical safeguard is a large-task budget: first inspect a small batch of relevant files, then split work into phases rather than carrying the entire repo forward.