Executive Summary
lenops is attached to LiteLLM @ http://localhost:4000. Every request below carries a team key and a declared workload, so spend answers "what were we buying?", not just "who spent it?".
Harness statusattached · read-only
Router
LiteLLM
Endpoint
http://localhost:4000
Version
1.44.2
Models
6 discovered
History
4,182 req · 14d
Harness
attached
Not configured: OpenRouter · Portkey · Bedrock GW
Governed spend
$1473.00
14d · 8 teams
Allocated
$1975.00
74.6% of caps used
Saved
$487.00
24.8% vs no intervention
Decisions
4,182
routing + optimization, all logged
Teams over budget
2
marketing, sales
⛔ marketing and sales are over cap — and nobody knew, because until attribution existed their spend was untracked.
▲ dev-backend (85.5%) · dev-ci (94.1%) · it (96.6%) past 85% — downshift-on-pressure is moving their traffic to a cheaper equivalent tier.
Attribution
Spend over time — by workload
14 days · $1473.00 total. Workload is the default roll-up because it is the only dimension that answers what the money was doing.
code-review test-generation incident-response infra-automation ci-docs data-analysis content-drafting sales-research
Day 6: incident-response spikes — one outage, priced against the incident instead of buried in a monthly total. Day 9: ci-docs drops to near zero as batch-ci-docs and the routine rule move documentation work to the local model.
Roll-up
Spend by workload
| workload | Spend | Share |
|---|---|---|
| code-review | $388.20 | 26.4% |
| test-generation | $271.55 | 18.4% |
| incident-response | $245.10 | 16.6% |
| infra-automation | $198.44 | 13.5% |
| ci-docs | $141.08 | 9.6% |
| data-analysis | $112.30 | 7.6% |
| content-drafting | $71.92 | 4.9% |
| sales-research | $44.41 | 3.0% |
Budget posture
Caps, spend and remaining
Remaining is shown as recorded — negative when a team is over its cap.
| Team | Group | Key | Cap | Spend | Remaining | Used | Status |
|---|---|---|---|---|---|---|---|
| sales | go-to-market | sk-…vD4t | $50.00 | $64.41 | −$14.41 | 128.8% | over |
| marketing | go-to-market | sk-…kL9c | $75.00 | $78.30 | −$3.30 | 104.4% | over |
| it | operations | sk-…rB6h | $100.00 | $96.55 | $3.45 | 96.6% | pressure |
| dev-ci | engineering | sk-…pW3s | $150.00 | $141.08 | $8.92 | 94.1% | pressure |
| dev-backend | engineering | sk-…4Kx9 | $400.00 | $342.10 | $57.90 | 85.5% | pressure |
| dev-platform | engineering | sk-…nT7v | $400.00 | $298.44 | $101.56 | 74.6% | ok |
| dev-frontend | engineering | sk-…8mQ2 | $300.00 | $187.22 | $112.78 | 62.4% | ok |
| production | operations | sk-…yG1d | $500.00 | $264.90 | $235.10 | 53.0% | ok |