Engineering Pulse
Pull-only health and category boards — not a performance review. Every engineer sees every score.

Why is my score X — Alvaro Cardenas

Data Engineer. Scores use versioned weights and the size-adjustment curve. Time zone and working hours are not inputs.

Review Responsiveness — 73

For each PR, score = 100 - 10*(actual/expected) when first non-author response is within the size-adjusted window, otherwise 100 * expected/actual. Category average is then normalized to the rolling org distribution (mean/stddev). Formal review completion and merge time are tracked separately; only first response drives this category.

{
  "samples": 3,
  "medianHours": 0.04111111111111111,
  "raw": 99.96,
  "weight": 1
}

Standup Consistency — 22

Weekday completion rate from Geekbot timestamps only (no response content). A day counts complete if a report exists for that person on that UTC date. Time of day is ignored so time zones are not penalized.

{
  "expectedWeekdays": 130,
  "completed": 0,
  "raw": 0,
  "weight": 1
}

Release Quality / SDLC Compliance — 63

Average of: merged-PR checklist completion, required-check pass rate, Dev-Tested confirmation rate (PR checkbox/comment or Linear comment/label, first event wins), and QA-Verified rate before Done.

{
  "merged": 46,
  "raw": 50.87,
  "weight": 1
}

Bug Trend — 68

Inverted slackbug + internal bug open counts relative to org mean. Numeric/display/export issues are shown as a zero-tolerance line and included in the inverted count. Lower volume scores higher.

{
  "bugs": 0,
  "raw": 100,
  "weight": 1
}

Collaboration Breadth proxy — 34

PROXY: unique authors reviewed + share of reviews that are cross-team, using comment-length/code-reference heuristics only as a depth caveat — not a precision metric. Normalized to org.

{
  "uniqueAuthorsPlusCrossTeam": 13,
  "raw": 13,
  "weight": 1
}

PR Turnaround Tiers — 66

Share of PRs whose unmerged (or until-merge) business-day age is on track (≤1), with partial credit for slow (2–5) and none for extremely slow (6+).

{
  "onTrack": 41,
  "slow": 4,
  "extremelySlow": 1,
  "raw": 92.61,
  "weight": 1
}

Sprint Predictability — —

Average of planned-vs-completed story point rate and (1 - carryover rate) across cycles intersecting the selected window.

{
  "cycles": 0,
  "raw": null,
  "weight": 1
}

Source PRs

PRFirst response hExpected hTier
[SCAL-9592] Add PostHog-based backend alerting for Daily NAV generation fai…0.08.0on_track
[SCAL-9592]Task/daily nav posthog0.08.0slow
[SCAL-9471] Task/zap enrichment new0.08.0on_track
[SCAL-9471] Task/zap enrichment new0.08.0extremely_slow
[SCAL-9471] Implement linear-enrichment workflow (backend)0.08.0extremely_slow
[SCAL-9471]Task/zap enrichment new0.08.0extremely_slow
[SCAL-9471]Task/zap enrichment new0.08.0extremely_slow
[SCAL-9471] Task/zap enrichment new0.08.0extremely_slow
[SCAL-9471] Task/zap enrichment new0.08.0extremely_slow
[SCAL-9471] Task/zap enrichment new0.08.0extremely_slow
[SCAL-9471] add linear0.08.0extremely_slow
[SCAL-9471] Task/zap 2 workflow 20.08.0extremely_slow
[SCAL-9471] Implement linear-enrichment workflow (Backend)0.08.0extremely_slow
:gift: linear workflow0.18.0on_track
Enhance release risk reporting with PR comments and tag-based scoring1.08.0slow
Fix react workflow67.38.0slow
maxspace set8.0extremely_slow
Release risk scoring v20.78.0on_track
Improve e2e9.1extremely_slow
Feature deploy/posthog implementation73.310.4slow
[SCAL-8387] Feature deploy docs/ecs restart issue0.08.0extremely_slow
:gift: appsignals workflow test0.68.0on_track
E2e add adjency8.0extremely_slow
add Temp adjency0.08.0on_track
[SCAL-9024] Improve e2e test suite0.08.0on_track
[SCAL-8687] workflow call run all suites0.08.0on_track
[SCAL-8669] Implement ignored_suites and exclude CompanyDashboard0.08.0on_track
[SCAL-8669] test documents0.08.0extremely_slow
[SCAL-8669] E2e test documents0.015.1on_track
[SCAL-8553] use v7.1.0 sonarsource0.08.0on_track
[SCAL-8553] add workflow dispatch0.08.0on_track
[SCAL-8429] Add CI/CD workflow for Django unit tests on self-hosted Backburner ru…0.08.0on_track
[SCAL-8404] Feature deploy docs/e2e link s30.08.0on_track
[SCAL-8387] Update backend ECS subnet ID0.08.0on_track
[SCAL-8387] Feature deploy docs/ecs restart issue0.08.0on_track
[SCAL-8326] Feature deploy docs/upgrade python node0.08.0on_track
[SCAL-8326] Feature deploy docs/upgrade python node0.08.0on_track
[SCAL-8326] Feature deploy docs/upgrade python node0.08.0on_track
[SCAL-8326] Feature deploy docs/upgrade python node0.08.0on_track
[SCAL-8326] Feature deploy docs/upgrade python node0.08.0extremely_slow
[SCAL-8376] Task/storage artifact0.08.0on_track
[SCAL-8373] Update AWS_ACCESS_KEY_ID to use GitHub variables instead of secrets0.08.0on_track
[SCAL-8322] WAF and SG0.08.0extremely_slow
[SCAL-8327] Feature deploy docs/unify backend jobs0.08.0on_track
[SCAL-8327] Feature deploy docs/unify backend jobs0.08.0on_track
[SCAL-8195] Fileserver infrastructure in non sandbox envs0.08.0on_track
[SCAL-8195] Fixing lambda size error in deployment0.08.0on_track
[SCAL-8195-V2] Implement a file server0.08.0slow
Test Draft Pr #40.38.0extremely_slow
[SCAL-8283] Draft PR0.08.0on_track