Normal branches and PRs
Work is packaged for your existing review and merge path.
Governed Delivery Sprint
Ship useful software faster without trading away control.
For early-stage startups and small product teams with a GitHub repo and a few clear features or changes they already know they need.
A bounded paid sprint helps you use AI-assisted speed on real work while keeping review, merge, and product judgement with your team.
Selective, bounded, and review-led. Your team keeps normal review and merge control.
Market observation
Most small product teams right now are shipping faster than they can review. That is useful until it is not.
AI-assisted engineering gives teams speed. The harder part is keeping the work reviewable: making sure the codebase stays understandable and decisions behind the work remain visible to the people who maintain it.
The sprint is for teams that want help shipping useful changes through a governed workflow, without needing to commit to a permanent platform or operating-model change upfront.
Speed is useful.
Unreviewable speed creates unclear intent, hidden decisions, weak handover, and maintenance work that lands later.
Visible decisions are the point.
The sprint keeps evidence, acceptance criteria, verification, and reviewer context close to the work.
What this is
A short governed delivery sprint for real, bounded software changes.
Useful software changes are planned, implemented, reviewed, verified, and handed over through a controlled AI-assisted delivery workflow.
The output is ordinary engineering work with better review evidence attached, not a platform purchase or a permanent adoption commitment.
Clear scope and acceptance criteria
The sprint starts from changes specific enough to verify and hand over.
Verification, risk, and limits
Reviewers see what was checked, what remains uncertain, and where judgement is still required.
Evidence-backed handover
Maintainers get context for the work, not just a diff.
Best fit
Good first sprints are useful, bounded, and reviewable.
GitHub repo
A working or mostly working app where normal PR review is possible.
Known changes
A few features, fixes, workflow improvements, or refactors you already know you want.
Review owner
Someone on your side can review, ask questions, and decide whether to merge.
Low-to-medium risk area
The first engagement should avoid sensitive production, auth, payment, secret, and data-migration boundaries.
Reviewer confidence matters
You want AI-assisted speed without losing evidence, handover context, or engineering judgement.
Not a fit
This is deliberately not a rescue mission.
A clean first sprint protects both sides. If the request is too vague, too urgent, or too high-risk, the safer next step is a readiness conversation or a narrower assessment first.
Vague app cleanups
Requests like "sort the app out" need diagnosis before delivery.
Urgent production firefighting
Incidents and emergency recovery need a different operating mode.
No review owner
SDF does not replace customer approval, merge ownership, or product judgement.
Heavy hidden-risk domains
Auth, payments, secrets, broad data operations, and compliance-heavy areas are not ideal first proof scope.
Broad architecture overhaul
Large rewrites and undefined strategy work are too wide for a bounded proof sprint.
What you get
The sprint is output-led.
The main output is working software plus the evidence needed to review, maintain, and build on it. You also get a clear recommendation on whether SDF should become part of your ongoing workflow.
Delivered PRs
Bounded implementation work prepared for your review path.
Acceptance criteria
What the change was expected to satisfy.
Verification record
Checks run, results observed, and anything blocked or unavailable.
Risk and limit notes
What changed, what did not, and where reviewer judgement still matters.
Handover notes
Maintainer context for review, merge, and follow-up.
Optional readiness findings
Where the sprint reveals governance gaps or a better ongoing workflow path.
How it works
Three steps, no heavy procurement theatre.
1
Share the changes you want shipped
Tell us the product changes, repo shape, stack, review owner, timing, and any boundaries you already know.
2
Qualify scope and review path
We agree whether the sprint is bounded enough to deliver safely and how review/merge decisions stay with your team.
3
Deliver governed PRs with evidence
The work is handed over with acceptance criteria, verification, risk notes, and reviewer context.
Apply
Tell us what you want shipped.
Use this when you already have a few clear software changes in mind and want to test governed AI-assisted delivery on real work.
The first filter is fit: bounded scope, a review owner, low-to-medium risk, and a clean handover path.
Important boundary
This is a manual, bounded delivery offer. It does not connect to GitHub, scan private repositories, approve, merge, deploy, repair, or enable hosted enforcement. Your team keeps review and merge control.