Bugs

M1 — One agent end to end

Stages, gates and bounded loops Gates are human approval through the inbox, a review pass or an eval pass. Loops are bounded, for example on_fail: { goto: build, max: 3, then: escalate }.
Plan artifact A versioned artifact with goal, approach, steps, acceptance criteria, risks and open questions. Humans edit it through the inbox; agents propose edits, which go to the inbox for approval. Stored on the server and attached to merges with git notes, never committed. A plan-conformance review profile compares the diff with it.
Eval stages Report pass or fail per acceptance criterion of the plan.
Task intake Pick a workflow, fill its inputs (a brief, attachments, linked GitHub issues, handoff bundles from other tasks), and optionally override vendors, models, prompts or review profiles per stage.
Mid-task swapping of stage vendors, models, prompts and review profiles At any point a human can swap a stage's vendor, model, prompt or review profiles, and add, remove or reorder the stages of the task's frozen workflow.

export_context and handoff bundles An export_context(purpose) MCP tool producing a bundle with the goal, decisions made and why, current state, dead ends tried, open questions and relevant files. Used for cross-vendor forks, stage-to-stage handoff, and the durable record of a task. Compaction already writes the same contents.
Cross-vendor handoffs Forking a snapshot into a different vendor: the new session starts from a handoff bundle from export_context instead of the vendor's native fork, and the UI labels it a handoff, not a true fork. Same-vendor forks from a snapshot exist (see "Forking" in docs/operations.md).
Fork-and-compare A fan-out of N forks with different vendors or prompts from one snapshot, followed by a judge stage that produces a comparison with visuals.
Just-in-time fan-out spawn_stages(stages[]) and collect(stage_ids[]) MCP tools let agents build workflows on the fly, using the same stage definition format. An optional per-workflow human gate on spawning. Spawned stages show in the task's UI tree marked as just-in-time, and a just-in-time structure can be saved as a reusable workflow.

Inbox triage agent An agent that answers questions resolvable from the repo or docs and escalates the rest with its reasoning attached. Tune it on real inbox data.