[ LIVE DEMO / COMMAND CENTER ]
One number for code health — and the KRs that move it
The same NSM/OKR command center every workspace gets, running on the CodeNSM codebase itself. Employee names are anonymized to role titles; the numbers are the real production distribution.
This is CodeNSM watching its own codebase — live, anonymized · names-only mode
Get started free →
How CodeNSM works
? How to read this office roles & states, in plain English
Roles — what kind of worker each function is
Project ManagerRoutes work to the right people — controllers, views, dispatchers.
Specialist EngineerDoes the actual skilled work — computation, scoring, business rules.
Records Clerk (reads)Fetches files from the cabinets — reads from the database.
Records Clerk (writes)Files paperwork into the cabinets — writes to the database.
Security & ComplianceChecks credentials and paperwork — auth, validation, permissions.
External LiaisonTalks to the outside world — third-party APIs, webhooks, HTTP.
Comms RunnerCarries messages out — email, Slack, notifications, publishing.
TranslatorTurns one language into another — serialization, parsing, formatting.
Floor SupervisorWatches the floor — health checks, status, metrics, monitoring.
FacilitiesKeeps the office clean — cleanup, expiry, retries, flushing, logging.
AssociateVersatile hands — no dominant role signal yet.
States — how each worker is doing right now
Fithealthy
Snoozingunused 14+ days
Growing fatlow value, barely used
Stressedslow under load
Injury-proneerror rate above 5%
Quiet expertrare but critical
Top performercarries outsized value
// NORTH-STAR METRIC · Objective: Code-Health Index
99.8/100 · median function health, importance-weighted
The typical function in this codebase scores 99.8/100. Half of all functions fall between 97.0 and 100.0; 82% are healthy.
100% reliability
55.6M calls tracked
1870 employees on payroll
Key results this cycle
✓
KR1 · Reliability
100%
target 99%
✓
KR2 · Critical debt
0
target ≤ 0
✕
KR3 · Stressed workers
7
target ≤ 0
✕
KR4 · Payroll efficiency
24%
target 75%
Team health snapshot
walk the office floor →21 of 1870 functions need attention now — the stressed and breaking ones. 22% of the codebase is healthy.
420Healthycarrying load, or quietly expert
21Need attentionstressed or breaking — fix first
1429Idledead weight — candidates to delete
The full breakdown:
Top performer 145
Fit 275
Quiet expert 0
Stressed 7
Injury-prone 14
Growing fat 0
Snoozing 1429
Critical code employees
full roster →Why these: Top contribution share — successful, value-weighted, reliable, fast.
health_band
Floor SupervisorDetermines the band of a health metric Top performer debt none 8.5M calls0.0 ms
Floor SupervisorDetermines the band of a health metric Top performer debt none 8.5M calls0.0 ms
looks_like_test
Specialist EngineerVersatile hands — no dominant role signal yet. Top performer debt none 8.3M calls0.0 ms
Specialist EngineerVersatile hands — no dominant role signal yet. Top performer debt none 8.3M calls0.0 ms
health_importance
Floor SupervisorCalculates importance of a health metric Top performer debt none 4.8M calls0.0 ms
Floor SupervisorCalculates importance of a health metric Top performer debt none 4.8M calls0.0 ms
health_eff_error
Floor SupervisorCalculates effective error rate for health Top performer debt none 4.6M calls0.0 ms
Floor SupervisorCalculates effective error rate for health Top performer debt none 4.6M calls0.0 ms
health_latency
Floor SupervisorCalculates latency score for health Top performer debt none 4.6M calls0.0 ms
Floor SupervisorCalculates latency score for health Top performer debt none 4.6M calls0.0 ms
// names anonymized to role titles in the public demo — per-function drill-downs (the personnel files) are available in your own workspace.
Needs optimization
stressed + injury-prone, busiest first
blog_post_render
Project ManagerRenders a blog post. Injury-prone debt none 2.5K calls5.6 ms
Project ManagerRenders a blog post. Injury-prone debt none 2.5K calls5.6 ms
serve
Records Clerk (writes)Files paperwork into the cabinets — writes to the database. Injury-prone debt none 133 calls19.0 ms
Records Clerk (writes)Files paperwork into the cabinets — writes to the database. Injury-prone debt none 133 calls19.0 ms
project_read
Security & ComplianceGets project info Stressed debt emerging 118 calls1842.9 ms
Security & ComplianceGets project info Stressed debt emerging 118 calls1842.9 ms
github_maybe_sync
External LiaisonSynchronizes data if necessary. Stressed debt none 113 calls1016.6 ms
External LiaisonSynchronizes data if necessary. Stressed debt none 113 calls1016.6 ms
project_snapshot
Records Clerk (writes)Snapshots a project Injury-prone debt none 87 calls738.5 ms
Records Clerk (writes)Snapshots a project Injury-prone debt none 87 calls738.5 ms
Freeloaders & snoozers
on payroll, not pulling weight — retire or re-purpose
ready_check
Records Clerk (reads)Checks readiness Snoozing 0 calls0.0 ms
Records Clerk (reads)Checks readiness Snoozing 0 calls0.0 ms
billing_request_upgrad
External LiaisonSends upgrade request notifications. Snoozing 0 calls0.0 ms
External LiaisonSends upgrade request notifications. Snoozing 0 calls0.0 ms
blogdata_load
AssociateLoads blog data. Snoozing 0 calls0.0 ms
AssociateLoads blog data. Snoozing 0 calls0.0 ms
blogdata_registry
AssociateManages blog data registry. Snoozing 0 calls0.0 ms
AssociateManages blog data registry. Snoozing 0 calls0.0 ms
blogdata_order
Records Clerk (reads)Orders and numbers blog data. Snoozing 0 calls0.0 ms
Records Clerk (reads)Orders and numbers blog data. Snoozing 0 calls0.0 ms
Quiet experts
rarely called, business-critical when they are — protect with tests
No quiet experts detected in this codebase.
Tech-debt ladder
debt-that-hurts = fragile × load-bearing
1856
None
Clean — no error-weighted debt.
14
Emerging
First cracks; cheap to fix now.
0
Accruing
Interest is compounding — schedule it.
0
Critical
Load-bearing and failing — fix first.
Business vs technical split
the code you'd defend in diligence vs the glue around it
Unique IP
81
Business logic
1001
Technical
747
Vanilla integration
41
0%
test coverage signal
share of flow-analyzed functions with a test signal