Less waiting. More work moving forward.
Delivery is the whole path to accepted work: preparation, implementation, checks and the handoff to a reviewer. airis shows where that path waits, prepares a shorter sequence and compares completion under the same acceptance conditions.
One task. Two plans. The same acceptance conditions.
Faster CI/CD · Owner Frank · Reviewer William · Durations are planned, not measured
Same task, revision and acceptance conditions as the current plan · Not measured time saved, not model speed
01 / 04 The story
Delivery is measured to accepted work, not to the first reply.
- 01 The clock runs from the start of a task to a review decision, including discovery, validation and every handoff in between.
- 02 A proposed sequence keeps the task, the revision, the environment and the acceptance conditions constant. Only the order and the reuse change.
- 03 Planned durations stay labeled as a planning scenario until a paired comparison records what actually happened.
02 / 04 Find, prepare, compare
Three steps from a slow handoff to a shorter path.
The example follows one task from the Faster CI/CD workstream, Implement dependency caching, owned by Frank and reviewed by William. Every duration on this page is a planning scenario.
01 Find the delay
Make the waiting visible.
agentacct lays the recorded activity of a task against its elapsed window. Working time, repeated work and waiting separate cleanly, so a team lead can see which minutes moved the task and which were spent rebuilding what was already known or waiting on a handoff.
- Elapsed time from task start to review decision
- Repeated discovery flagged against earlier runs of the workstream
- Handoffs that waited because the reviewer lacked evidence
Implement dependency caching · Faster CI/CD · Durations are planned, not measured
02 Prepare a better sequence
Reuse what is verified. Overlap what is independent.
The proposed plan starts from the verified repository context instead of rediscovering it, runs the checks that do not depend on the implementation beside it, and assembles the review packet before the handoff. Dependent steps keep their order. The acceptance conditions do not change.
- Verified context reused from a prepared skill
- Independent checks scoped to the candidate, final suite required
- Review packet assembled before the reviewer is asked
| Step | Window | Planned |
|---|---|---|
| Reuse verified context | 0:00–0:10 | 10m |
| Implement | 0:10–1:15 | 1h 05m |
| Independent checks in parallel | 0:10–0:45 | 35m |
| Complete review packet | 1:15–1:45 | 30m |
| Review, packet complete | 1:45–2:20 | 35m |
Critical path 2h 20m · Dependent steps keep their order · Applying the plan is a separate, reviewed decision
03 Compare completion
Count the work as done when it is accepted.
A shorter plan only matters if the work still meets the goal. The reviewer receives the candidate, the recorded checks and the open questions in one packet, and the comparison measures time to an accepted result, not time to an agent reporting Complete. Unfinished tasks stay in the comparison.
- Same acceptance conditions in both plans
- Agent report kept separate from recorded evidence
- Comparison recorded per task, unfinished tasks retained
What William receives
From Frank · Faster CI/CDPreparing a packet records no approval and books no review · Sample data
03 / 04 Side by side
Same task. Same conditions. A shorter path to a decision.
Planned durations for one task on one scale. The scenario shows the coordination the proposed sequence relies on. It is not measured time saved, and it says nothing about model speed.
Implement dependency caching
Current plan against the proposed plan
Held constant in both plans: the task, the revision, the environment and the acceptance conditions (CI run under 8 minutes scoped to the candidate, 248 suites retained with exit 0, peer review by William). When the proposed sequence runs, the comparison is recorded per task with unfinished tasks retained.
04 / 04 Related
A shorter path is only useful if the work still meets the goal.
The same synthetic workspace, airis · Engineering in August 2026, sits behind every story on this site.
With your own workstreams in mind
Less waiting for your teams,
with airis.
A guided look at where one task waited, the shorter sequence and how completion is compared, then a conversation about your review process.