Keep more margin from the work you already sell
Spend fewer delivery hours rediscovering client products, correcting agent mistakes, and transferring knowledge between people.
Every unfamiliar codebase puts margin at risk
You inherit a product, agree to a scope, and assign the team. The repository is larger than expected. Business rules are spread across code and documents. The original developers may be unavailable.
Your coding agents can produce implementation quickly, but first they must reconstruct the relevant logic. If their picture is incomplete, your team absorbs the correction cost. On fixed-price work, those extra hours come straight out of the margin. On retainers, they reduce the amount of useful change you can deliver.
Build understanding you can use throughout the engagement
GitMir provides product intelligence for a supported client codebase and makes its business logic visible. Agents can access compact context for their assignments. Engineers can inspect behavior and dependencies when planning, implementing, reviewing, and handing over work.
Keep each client's project and access appropriately separated. Use the resulting understanding across that engagement so new assignments have a better starting point and staffing changes demand less rediscovery.
Start with a feature where hidden rules are costly
Example: add partial refunds to an inherited commerce platform. The change can affect order states, payment records, stock, tax calculations, customer notifications, and finance reporting. Use product intelligence to investigate the connected behavior before estimating the task, support the agent during implementation, and review the business logic changes before client acceptance.
The same approach helps with onboarding inherited projects, modernizing legacy workflows, extending integrations, and keeping maintenance work profitable.
Illustrative example — not a customer project
Change: Add partial refunds to an inherited commerce platform
- Order states — changed: partially refunded
- Payment records — changed: several partial refunds
- Stock, tax, customer notifications, finance reporting — affected
- Client acceptance — business logic changes reviewed first
What you can show before the estimate
- The rules that change
- Order states gain «partially refunded»; a payment can carry several partial refunds.
- Connected paths
- Stock, tax calculation, customer notifications and finance reporting read the refund.
- Before the estimate
- The connected behavior is investigated before the task is quoted.
- Before client acceptance
- The business logic changes are reviewed with the client.
Visual inspection complements code checks and regression testing; it does not prove every untouched screen is correct.
Tie the pilot to project margin
Track actual hours against the estimate, time to the first accepted change, correction hours, review effort, and post-delivery fixes. Keep the contracted scope and quality threshold unchanged.
Illustrative economics
Modelled target
A $20,000 fixed-price project with $12,000 in direct delivery costs has an $8,000 gross contribution before overhead. If measured delivery cost falls by $2,000 and incremental GitMir costs are $400, contribution becomes $9,600. That is a $1,600 improvement — not an assumed result for every project. For hourly contracts, focus on delivery capacity, client value, retention, and the commercial model rather than presenting fewer billed hours as automatic margin growth.
Assumptions
- $20,000 fixed-price project
- $12,000 in direct delivery costs
- $2,000 measured reduction in delivery cost
- $400 incremental GitMir costs
Evidence and its limits
Protect margin on your next client project
Choose one client project. Measure the hours and margin from onboarding to accepted delivery.