A stack profile with guardrails, defined once, is applied repeatedly to several repositories of the same team instead of restating the alignment every time.
Case study in full
Synthetic example — illustrative magnitudes, not a measurement.
Stack profile: go-1.27 · Data origin: Synthetic example, not a reference run. · Measurement period: —
Several repositories of the same team follow different conventions for project structure, dependency management and lint/test commands. A stack profile defined once, with matching guardrails, is meant to be applied repeatedly to several changes instead of restating the alignment every time.
Out of scope — not automated: Not automated: deciding the conventions themselves — which structure, which commands should apply — remains a decision of the team, as does the approval per repository before the change is applied.
Prerequisites
A stack profile with target conventions, defined once.
Guardrails that record these conventions as checkable rules.
Repositories the profile is to be applied to, connected to a tracker.
Approval per repository before the alignment is carried out.
Workflow
The stack profile and its guardrails are defined once.
A ticket for aligning to the profile is created per repository.
The plan breaks the alignment into slices per convention (structure, dependencies, lint/test commands).
Each slice is checked against the guardrails before it counts as done.
The result goes out as one pull request per repository, referencing the shared profile.
Result artifacts
A reusable stack profile that applies to further repositories.
Guardrail checks documented per repository the profile was applied to.
One pull request per repository, independently reviewable.
An overview of which repositories already adopted the profile and which are still open.
Key figures
Scope
Stories/tickets
4
Slices
16
Files/modules
47
Throughput
Validated slices
15
Retries
5
Human approvals
4
Quality
Checks run
Guardrail-Prüfung, Lint, Unit Tests
Gates passed
4
Gates failed
1
Remaining debt
One repository is only partially aligned so far, because a dependency change there is still under review.
Resources — no pricing
Prompt tokens
200000
Completion tokens
90000
Cache tokens
250000
Model calls
100
Sandbox runtime
35 minutes
Model/stack context
Stack: Go 1.27, standard library with chi (profile go-1.27), applied across multiple repositories.
Every example on this page was created for illustration. It is not a promise about the duration, quality or cost of a future run of your own — your own figures appear in the cockpit after logging in, within your own tenant context.
