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[ 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
100.0/100 · median function health, importance-weighted

The typical function in this codebase scores 100.0/100. Half of all functions fall between 99.0 and 100.0; 93% are healthy.

100% reliability 24812656 calls tracked 1056 employees on payroll
Key results this cycle
✓
KR1 · Reliability
100%
target 99%
✓
KR2 · Critical debt
0
target ≤ 0
✕
KR3 · Stressed workers
22
target ≤ 0
✕
KR4 · Payroll efficiency
50%
target 75%

The top tenth of employees carry 100% of all contribution to the objective.

Team health snapshot

walk the office floor →
Top performer 106 Fit 395 Quiet expert 0 Stressed 22 Injury-prone 5 Growing fat 0 Snoozing 528

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 6035944 calls0.0 ms
health_importance
Floor SupervisorCalculates importance of a health metric Top performer debt none 3052719 calls0.0 ms
health_eff_error
Floor SupervisorCalculates effective error rate for health Top performer debt none 3037734 calls0.0 ms
health_latency
Floor SupervisorCalculates latency score for health Top performer debt none 3037674 calls0.0 ms
health_reliability
Floor SupervisorCalculates reliability score for health Top performer debt none 3037674 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
digest
Comms RunnerCarries messages out — email, Slack, notifications, publishing. Stressed debt none 14 calls1872.2 ms
project_read
Security & ComplianceGets project info Stressed debt none 13 calls774.1 ms
portal_staff_home
Security & ComplianceRenders staff home page for project managers Injury-prone debt emerging 11 calls7.1 ms
complete_json
AssociateVersatile hands — no dominant role signal yet. Stressed debt none 10 calls7213.2 ms
call
External LiaisonTalks to the outside world — third-party APIs, webhooks, HTTP. Stressed debt none 9 calls5924.3 ms

Freeloaders & snoozers

on payroll, not pulling weight — retire or re-purpose
tester_product_list
AssociateGenerate list of product names from string. Snoozing 0 calls0.0 ms
tester_can_use
Security & ComplianceCheck if code is usable for user. Snoozing 0 calls0.0 ms
tester_str
AssociateString representation of tester code. Snoozing 0 calls0.0 ms
entitlement_save
Records Clerk (writes)Persist entitlement record with cleaned data. Snoozing 0 calls0.0 ms
entitlement_str
AssociateString representation of entitlement. 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
1052
None
Clean — no error-weighted debt.
4
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 44
Business logic 652
Technical 329
Vanilla integration 31
0%
test coverage signal
share of flow-analyzed functions with a test signal