Architecture topicCLI Agent

FixBugs CLI agent

Run the same workflow from a terminal or automation script

The FixBugs CLI agent is for teams that want direct local control, scripted execution, or a workflow that does not require the editor UI. It produces the same core artifacts: context bundles, debugging insights, plans, diffs, and validation output.

FixBugs CLIlocal debugging automationself-hosted AI debuggingterminal workflow
CLI workflow: teams can run FixBugs directly from a terminal while keeping the same context and validation model.

Core insight

FixBugs is not only an editor extension. The CLI path supports repeatable local runs and infrastructure-controlled workflows.

When teams use the CLI

Use caseWhy CLI fitsTypical output
Local investigationAn engineer wants a terminal-first workflow in an existing checkout.Context bundle, hypotheses, fix plan, and local diff.
Repeatable triageA team wants to run the same workflow for a class of issues or alerts.Structured run output that can be archived or posted elsewhere.
Self-hosted evaluationSecurity teams want infrastructure control before wider rollout.Validated artifact from a controlled runtime.
Custom workflow gluePlatform teams want to connect FixBugs to internal scripts.Machine-readable output plus reviewable human summary.

Same artifact model

The interface changes, but the workflow does not. The CLI still starts from a bug input, gathers context, ranks hypotheses, prepares a fix plan, generates a diff, and records validation output.

That consistency matters for governance. A team can start in VS Code, move repeated workflows to the CLI, and still evaluate the same kinds of artifacts.

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Ready to evaluate FixBugs?

Start with the workflow surface your team already uses, then use this architecture resource for the technical review.