Stop putting your two best engineers in every review
As the product grows, a small group becomes the only reliable source of business rules. AI can generate changes quickly; senior people still have to reconstruct the impact. Your roadmap is effectively limited by their available hours.
A concrete request
“Add prorated upgrades for teams that change seats mid-cycle.” The change crosses subscriptions, usage limits, historical invoices, provisioning and customer communication. Traditional review sees commits. GitMir lets reviewers see the customer behavior that changed — and where downstream dependencies were not updated.
Illustrative example — not a customer project
Change: Add prorated upgrades for teams that change seats mid-cycle
- Subscription — changed: prorated now
- Proration — new
- Usage limits, provisioning, invoices, communication — affected
- Reporting export — not updated: still reads the old seat count
Side panel
- Affected rules
- Seat changes are prorated now instead of next cycle; past invoices stay as issued.
- Affected services
- Subscriptions, usage limits, provisioning and customer communication.
- Tests to confirm
- The prorated amount, the new seat limit and access for the new seats.
- Unresolved dependency
- The reporting export still reads the old seat count.
Visual inspection complements code checks and regression testing; it does not prove every untouched screen is correct.
What the team gets
- DevelopersProduct-aware tasks without a lengthy oral briefing.
- Senior engineersA product-level risk queue with links back to code.
- Product managersRequirements checked against what already exists.
- QACustomer paths affected by the change instead of undirected regression.
- CTOThe trend in accepted throughput and escaped defects.
Products in this workflow
- Intelligence
- Vibe
- Business Review
- MeetAI — optional, for turning disputed requirements into agreed work
Illustrative economics
Modelled target
At 60 reviewed changes a month, reducing avoidable senior explanation and review by 20 minutes per change frees 20 senior hours a month. Multiply by your team's own loaded engineering rate and compare against subscription and setup costs.
Assumptions
- 60 reviewed changes a month
- 20 minutes of avoidable senior explanation and review per change
- Your team's loaded engineering rate
- Subscription and setup costs are not included
Scenario — your numbers, not measured savings
Review capacity in your numbers
- Review hours freed per month
- 20 h
- Cash-equivalent capacity per month
- $1,800
- After GitMir's monthly cost
- $1,800
- Months to recover the initial fee
- —
Hours = changes × (minutes today − minutes with GitMir) ÷ 60. Capacity = hours × hourly cost. This is reviewer time that can go to other work, not cash saved. Your numbers stay in this page.
Evidence and its limits
Free senior engineering capacity
Test one release path with your senior reviewer.