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October 11, 2026 / coding agents / handoffs

Give every agent shift a chart, a handoff, and a stop.

Fast code generation is easy to count. The hard part is proving who diagnosed the problem, who challenged the plan, what failed, and when the review loop must stop.

Separate diagnosis, treatment, review, and discharge. Make the receiver repeat the handoff before work resumes.

The interesting part is what stood between agents and main

Cockroach Labs reports that its MOLT Sinai workflow processed more than one million lines of code in just under five months. The company says the system produced 1,238 pull requests and seven reverts. Its agents used separate roles for workup, plan review, implementation, code review, and the final merge audit.[1]

Those numbers are company-reported results, not an independent evaluation. The authors also say the first IBM Db2 experiment ran before human approval mode and that they were still confirming whether that support was correct. Later customer-bound work required human review before merge.[1]

The gate matters more than the costume.

Plan review moves failure to the cheap side of the diff

MOLT Sinai requires a reproduction, diagnosis, change plan, test plan, risks, and open questions before implementation. A separate agent reviews that plan. If scope changes during the edit, the agent stops and returns to plan review instead of improvising.[1]

This is the reusable part. A role name can help a model stay consistent, but the control comes from an inspectable transition. The plan has named fields. Another worker can reject it. The implementation cannot quietly widen its own scope.

A handoff needs read-back

The workflow borrows I-PASS for stuck work. The outgoing worker records severity, summary, actions, expected risks, and a receiver synthesis. The receiving worker writes back what it understood before continuing.[1]

BMJ Quality & Safety describes that synthesis step as closed-loop communication. It gives the receiver a chance to expose a mistaken understanding before acting. The evidence behind I-PASS is broader and more mixed than one headline number. A large multicenter study reported lower error and preventable-adverse-event rates after implementation, while a later cluster trial improved handover compliance without changing its primary adverse-event outcome.[2]

Only one role should change the system

Google's incident-management guidance separates command, operations, communication, and planning. It says the operations team should be the only group modifying the system during an incident. It also requires a live state document and an explicit handoff that the receiver acknowledges.[3]

Agent workflows need the same ownership. A reviewer can inspect. A planner can propose. One implementation role owns the edit. The merge role checks that review and test evidence exist. If every role can patch the branch, the chart no longer explains who changed what.

Review loops need a brake

Cockroach Labs reports one small fix taking eleven rework rounds over two days. Its later rule sends work to an attending after four consecutive rounds that each find a new blocker, or six substantive rounds of any kind. The authors say the rule was recent and did not yet have enough data to show its effect.[1]

A count is not a quality score. It is a stop trigger. Once the trigger fires, a new reviewer should inspect the goal, plan, evidence, and unresolved disagreements. Spending more tokens inside the same loop is not escalation.

Interactive teaching fixture

Agent ward handoff board

Traditional purpose: a stage selector, evidence checklist, rework counter, escalation alarm, and copyable handoff. The browser-only board does not inspect a repository or approve a merge.

TriagePlanTreatReviewDischarge

Set the current shift

Choose the stage, select the chart sections included in the handoff, and set the current substantive rework count.

Current work stage
Handoff chart sections
2
0Escalate at 6
TRIAGE / REPRODUCE2 OF 4 SECTIONS SELECTED

Reproduce before proposing

Capture the failing behavior and starting revision. Do not prescribe a fix before the failure is observable.

Issue and revisionSelected
Diagnosis and reproductionOpen
Plan, risks, and testsSelected
Receiver synthesisOpen
HANDOFF STRUCTURE INCOMPLETETwo chart sections are open. No repository evidence is attached.
Sources read / October 11, 2026 UTC

Source log

Open the evidence boundary
  1. Adam Storm and Rafi Shamim, "Five months treating bugs like patients and coding agents like a medical team", Cockroach Labs, published October 9 and read October 11, 2026. This supplies the MOLT Sinai design, company-reported results, role gates, costs, rework limits, instruction-debt findings, human-review boundary, and the authors' Db2 verification caveat.
  2. David Shahian, "I-PASS handover system: a decade of evidence demands action", BMJ Quality & Safety 30(10), 2021, read October 11, 2026. This supports the I-PASS fields, receiver synthesis, multicenter results, later cluster-trial result, and evidence limitations.
  3. Andrew Stribblehill, "Managing Incidents," Site Reliability Engineering, Google and O'Reilly, read October 11, 2026. This supports role separation, sole operational ownership, live state records, explicit handoffs, and incident practice.
  4. Hacker News discussion for the Cockroach Labs article, item 50021899, verified through the official item API and read October 11, 2026. It was the current-interest signal. Comments were not used to verify Cockroach Labs results.

Evidence boundary: Pimp My IDE read the named sources. We did not access the private MOLT Sinai workflow, reproduce its runs, inspect its pull requests, validate the reported cost or quality numbers, or confirm Db2 migration correctness. The handoff board prepares a review template. It does not inspect code, run tests, grant authority, or approve a merge.