Engineering Excellence

Range 1 Jan – 31 Dec 2025
Development
PR work mix
PR REVIEW p50 19h p90 61h
184 PRs · range total
Research
Knowledge output
total artifacts
Keep the Light On
Support & KTLO tickets
reactive tickets
Code Quality
Code coverage
covered

Development Works

Primary group — software engineering output: speed, quality, and the balance of new capability vs. reactive work. Click any card to drill into sub-signals.

Research & Knowledge

Research, investigation, and documentation output — a major deliverable for a fraud/security team that traditional eng metrics miss.

Code Quality & Stability

Codebase health and delivery stability over time — proxy git signals plus testing bug density. Trend matters more than absolute score.

Keep the Light On

Reactive and maintenance work — the cost of operating. The inverse of New Capability: how much capacity keeps existing things running.
all figures are placeholders structure & flow only — wire real GitHub / Jira / Confluence sources later · toggle Tweaks to explore variants