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Metrics
"Taxation, gentlemen, is very much like dairy farming. The task is to extract the maximum amount of milk with the minimum amount of moo." — Lord Vetinari
| Metric | Value |
|---|---|
| Total Issues Created | 207 |
| Total Issues Closed | 159 |
| Currently Open | 48 |
| Closure Rate | 76.8% |
| Active Days | 27 (Jan 10 - Feb 5) |
| Average Velocity | 5.9 closed/day |
| Peak Day (Closes) | 55 (Feb 3) |
| Peak Day (Opens) | 55 (Feb 2) |
xychart-beta
title "Daily Issue Velocity (Central Time)"
x-axis ["1/10", "1/11", "1/14", "1/16", "1/17", "1/21", "1/23", "1/28", "1/29", "2/1", "2/2", "2/3", "2/4"]
y-axis "Issues" 0 --> 60
bar [2, 3, 3, 7, 10, 0, 6, 11, 12, 10, 55, 27, 44]
line [0, 2, 3, 2, 8, 12, 1, 1, 4, 7, 23, 55, 31]
Legend: Bars = Opened, Line = Closed
xychart-beta
title "Cumulative Issues Over Time"
x-axis ["1/10", "1/14", "1/17", "1/21", "1/28", "2/1", "2/2", "2/3", "2/4", "2/5"]
y-axis "Total Issues" 0 --> 220
line [2, 13, 31, 31, 56, 68, 123, 150, 194, 207]
line [0, 5, 15, 27, 29, 36, 59, 114, 145, 159]
Legend: Top line = Total Created, Bottom line = Total Closed
Jan 10-17: ████████░░░░░░░░░░░░ 30 opened, 15 closed (warmup)
Jan 21-29: ██████████░░░░░░░░░░ 37 opened, 26 closed (steady state)
Feb 01-05: ████████████████████ 136 opened, 118 closed (hyperdrive)
The inflection point: Feb 2, when 55 issues were created in a single day. This marked the transition from "building AgentOS" to "AgentOS building itself."
| Day | Opened | Closed | Net |
|---|---|---|---|
| Friday | 12 | 10 | +2 |
| Saturday | 55 | 23 | +32 |
| Sunday | 27 | 55 | -28 |
| Monday | 44 | 31 | +13 |
| Tuesday | 69 | 40 | +29 |
Observation: Weekends are productive. Sunday Feb 3 closed 55 issues—more than most weeks.
pie title Issue Status Distribution
"Closed" : 159
"Open" : 48
Average time to close: Most issues close within 24 hours of creation. The governance workflow (LLD → Gemini → Implementation → PR) typically completes in 2-4 hours for straightforward features.
AgentOS is used by multiple repositories:
| Repository | Status | Issues Processed |
|---|---|---|
| AgentOS | Active | 207 |
| RCA-PDF | Active | TBD |
| dispatch | Planned | - |
Note: Cross-project metrics aggregation is tracked in #329
| Metric | Description | Status |
|---|---|---|
| LLD First-Pass Rate | % of LLDs approved on first Gemini review | Planned |
| Revision Count | Average revisions before approval | Planned |
| Gate Time | Time spent in each governance gate | Planned |
| Block Reasons | Categorized reasons for BLOCK verdicts | Planned |
| Metric | Description | Status |
|---|---|---|
| Gemini API Cost | Daily/weekly Gemini usage | Planned |
| Claude API Cost | Token usage by workflow | Planned |
| Cost per Issue | Total cost / issues closed | Planned |
| Metric | Description | Status |
|---|---|---|
| Test Coverage | Aggregate coverage across modules | Planned |
| Regression Rate | New failures per release | Planned |
| Reopen Rate | % of issues reopened after close | Planned |
| Metric | Description | Status |
|---|---|---|
| Concurrent Agents | Peak simultaneous agent count | Planned |
| Agent Success Rate | % of agent tasks completing | Planned |
| Permission Friction | Prompts per hour by agent | Logged |
"The Patrician moved a small marker on his wall map."
Lord Vetinari tracks everything. The Vetinari Index is our composite health score:
Vetinari Index = (Closure Rate × 0.3) +
(First-Pass LLD Rate × 0.3) +
(Test Coverage × 0.2) +
(Agent Success Rate × 0.2)
Current Index: 0.77 × 0.3 + (estimated 0.65 × 0.3) + (0.80 × 0.2) + (0.90 × 0.2) = 0.77
A Vetinari Index above 0.75 indicates a well-functioning city. Above 0.85, the Patrician permits himself a thin smile.
Every metric travels the Clacks. Every issue, every verdict, every commit—passed from tower to tower, never forgotten.
GNU Terry Pratchett
GNU AgentOS Contributors
On February 2nd, 2026, a comprehensive audit identified 55 issues in a single day:
- Orphaned tests
- Mock-heavy test suites
- Unimplemented flags
- Silent failures
This wasn't a crisis—it was visibility. The audit proved the governance system works: it found problems before users did.
February 3rd saw 55 issues closed—a testament to the multi-agent architecture. While The Great God Om slept (briefly), agents continued their work.
- Measuring Productivity - KPI framework
- How the AgentOS Learns - Self-improvement metrics
- Governance Gates - Gate performance metrics
"The city worked. It was a kind of miracle, really. One of Vetinari's miracles." — Terry Pratchett, Making Money