Evolution Workspace
Your repository is improving
Prodia is operating continuously against northwind/payments-api. Every change is governed, observable, and reversible.
Evolution score
82/100
+4 today
Opportunities
143
discovered
Annual value potential
€287k
estimated
FTE capacity unlocked
1.8
engineering
Value Creation Engine
What is your software worth?
Repository intelligence translated into measurable, traceable business outcomes. Every euro is linked to evidence.
Estimated Annual Value Creation
€305,470↑ live
Confidence42%
Conservative
€195,501
Expected
€305,470
Optimistic
€436,822
Every Euro Is Traceable
All value estimates are derived from repository findings, operational assumptions, and measurable software engineering outcomes. Click any value category to inspect the evidence behind it.
Value Source Breakdown
Hours returned to the engineering org via debt reduction.
Derived from- Technical debt reduction
- Refactoring opportunities
- Duplicate logic elimination
- Maintenance reduction
- Bug prevention
≈ 1.8 FTE Software Engineers
Executive Summary · Boardroom view
Week 04 · 30 MayEstimated Annual Value Creation
€305,47042% confidence · 0 evidence sources
1.8
FTE capacity unlocked
412
Engineering hours recoverable
17
Technical debt clusters
4
Performance bottlenecks
3
Validated improvements
0
Critical regressions
Live evolution feed
streamingObserve
Authentication duplication detected
conf 94%impact Highview evidence →
now
Plan
Refactor plan generated for AuthAdapter
conf 92%impact Highview evidence →
2s
Validate
Validation test created · 14 cases
conf 98%impact —view evidence →
4s
Learn
Risk score reduced from 0.41 → 0.18
conf 89%impact Mediumview evidence →
6s
Mutate
Improvement candidate rejected · regression on /refunds
conf 76%impact —view evidence →
8s
Improve
Rollback checkpoint created at 1f9c2e1
conf 100%impact —view evidence →
10s
Opportunity backlog8 candidates
| Opportunity | Impact | Confidence | Risk | Est. value | Status | Action |
|---|---|---|---|---|---|---|
OPP-2041 Authentication duplication across 11 files | High | 94% | Low | €42,000 / yr | Ready for review | |
OPP-2039 CI build bottleneck — parallelize schema gen | Medium | 89% | Low | €18,000 / yr | Validating | |
OPP-2034 Billing test coverage gap on refund paths | High | 91% | Medium | €63,000 / yr | Planning | |
OPP-2031 Dead code cluster in legacy invoicing (23 files) | Medium | 96% | Low | €21,000 / yr | Promoted | |
OPP-2027 N+1 access pattern in /orders endpoint | High | 88% | Low | €54,000 / yr | Validating |
This week
Your software is getting better
Value created
€287,000
Opportunities discovered
143
Improvements validated
3
Engineering hours saved
187
Technical debt reduced
4,812 LOC
Estimated annual value
€287,000
Rollbacks avoided
2
Human interventions
1
Confidence score
94%