Migration impact map across services
For: Staff engineer or platform lead planning a framework, database or shared-library migration
The pain today
A breaking upgrade touches modules owned by many teams. The plan is built from text search and memory, so the surprises arrive mid-migration, in the services nobody listed.
The ask
“We are moving off the old version of our shared API client. I attached the migration guide and connected the repositories. Map every service and module that is affected, what kind of change each one needs and what order they must go in, and show the lines that prove it.”
Plain words, as you would say it to a colleague. Edit it to fit your case before you send it.
What you attach or connect
- Migration guide and list of breaking changes
- Repositories through source control, at a pinned commit
- Service ownership map
- Dependency graph between services, if one exists
The unit of work
One worker task per one module against the breaking-change list.
Why a swarm fits
The goal splits cleanly: estate, service, module, call site. Each leaf needs only its own files and the breaking-change list, and each level can be checked before it rolls up.
Not for
A change confined to one service: one strong model with the repository open is faster and cheaper.
The decision tree
6 typed decisions, each with an action for every answer
At fixed moments in a run, the engine puts one narrow question to a decision model. The decision model never writes text: it answers yes or no with a probability, picks from listed options, or gives a score, about a small slice of the material. The engine then does exactly what this tree says, which is what makes the run auditable. The thresholds are the template's design values, not measured results.
Planner, while planning
Split or keep serialYes or no, with a probability
While planning
Does this service contain enough separately owned modules importing the shared client that scanning them in parallel beats one pass over the service?
Sees only: The service's module list with owners and import counts for the shared client
Why: Avoids paying coordination cost on small services that one worker can read whole.
- Yes: 0.60 or higherthenSplit the work
- Unsure: 0.30 up to 0.60thenKeep serial
- No: below 0.30thenKeep serial
Scope checkYes or no, with a probability
Before work starts on a unit
Does this module import or re-export the library being migrated, directly or through an internal wrapper named on the wrapper list?
Sees only: The module's import statements and the list of internal wrappers
Why: Most modules never touch the library; skipping them is where the width becomes affordable.
- Yes: 0.60 or higherthenAccept
- Unsure: 0.20 up to 0.60thenAccept
- No: below 0.20thenSkip this unit
After workers, the judge checks
Evidence checkYes or no, with a probability
After a worker answers
Does the cited line call the changed function in the way the breaking-change entry describes, for example passing the removed argument or reading the old return shape?
Sees only: The cited lines with a little surrounding code, and one breaking-change entry
Why: A false hit wastes an owner's time; a loose match hides the real work.
- Yes: 0.85 or higherthenAccept
- Unsure: 0.50 up to 0.85thenEscalate to a strong model
- No: below 0.50thenReject and retry
Run control, between rounds
Retry or stopYes or no, with a probability
After a rejection or low confidence
The first scan called this module clean but the sampled re-check found a usage: do the two results truly disagree about the same file?
Sees only: The two scan results for the module and the file paths each one read
Why: One overturned clean result means the cheap scan is missing a usage style, so the service is re-read properly.
- Yes: 0.60 or higherthenEscalate to a strong model
- Unsure: 0.30 up to 0.60thenEscalate to a strong model
- No: below 0.30thenContinue
Another round?Yes or no, with a probability
Between rounds
Is every module of this service either resolved with cited lines or listed as a blind spot, so the service can roll up?
Sees only: The service's module status table
Why: Stops a half-scanned service from entering the migration order as if it were known.
- Yes: 0.85 or higherthenStop
- Unsure: 0.50 up to 0.85thenContinue
- No: below 0.50thenContinue
Accountable person, before anything is settled
Person decidesYes or no, with a probability
Before anything is reported as settled
Does this service's change list include a change to a public interface, a data schema or a module with no listed owner?
Sees only: The service's rolled-up change list and its ownership map row
Why: Order, freeze windows and unowned code are the platform lead's calls.
Accountable: The platform lead owns the order, the freeze windows and the decision to start; each owner confirms their service's list.
- Yes: 0.40 or higherthenAsk a person
- Unsure: 0.15 up to 0.40thenAsk a person
- No: below 0.15thenAccept
The fleet: who does what
Model tiers by role, not brands: you choose the models. Strong reasoning models plan and reconcile, small fast models do the wide work, and the judge is a decision model from a different family, so it does not share the workers' blind spots.
Planner
A strong reasoning model builds the tree from services down to modules and decides what each level must prove.
Decisions here:1. Split or keep serial2. Scope check
Workers
Small fast workers from an open-weight family each scan one module for affected usages and cite file and line.
Designed for 30 to 800 agents, one worker task per one module against the breaking-change list. Each worker receives only its own unit.
Judge, from a different model family
A decision model from a different family checks each cited line really uses the changed behaviour.
Decisions here:3. Evidence check
Reconciler
A strong reasoning model rolls leaves up into per-service change lists, ordering constraints and open questions.
Decisions here:4. Retry or stop5. Another round?
Accountable person
The platform lead owns the order, the freeze windows and the decision to start; each owner confirms their service's list.
Decisions here:6. Person decides
Checked before anything is accepted
- Every affected usage cites file, line and the breaking change it matches
- Modules reported clean are sampled by a second worker from another family
- A service rolls up only when all its modules are resolved or listed as unknown
- Dynamic or generated usages the scan cannot see are listed as blind spots
What comes back
- Impact map by service and owner
- Change type per module with cited lines
- Suggested migration order with the dependency behind each step
- Blind spots and modules with no owner
What to measure
- Affected modules found during migration that the map missed
- False positives per service
- Planning time against the previous migration
- Cost per module scanned
Names of measures only. No result is claimed for this template.
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