All Metrics
Conformance Health · Layer 3

Total Lenses
Applied

Cumulative count of Lens evaluations across all design audits.

Formula
TLA = Σ totalLensesApplied
across all design audits
Range: Integer·Org lifetime
Signal states
RisingGovernance throughput growing
FlatLenses not scaling with workload
FallingCoverage regression — check webhooks

TLA is a volume count. It has no fixed thresholds — read it as a trend.

01

What it signals

TLA is the lifetime governance throughput metric. It answers a simple question: how much automated design review has this organisation done?

Every design audit evaluates a PR against some number of Lenses. TLA adds those evaluations up across the org's entire audit history. It grows with both breadth — more PRs evaluated — and depth — more Lenses applied to each one.

That makes it a useful signal of governance maturity for org profiles and open-source badges: a public, cumulative record that design rules are being applied, not just written down.

02

How rkito produces it

Each design audit records how many Lenses it applied. TLA is the sum of that count across every audit in the org. It appears as the Lenses Applied tile on the org profile at /orgs/:uid, and as a public badge for OSS projects at /oss/:slug.

1
01
Design audit runs
Triggered by a PR event or started manually
2
02
Applicable Lenses evaluated
Each Lens produces a PASS or FAIL for this change
3
03
totalLensesApplied recorded
The number of Lens evaluations is stored on the audit
4
04
TLA summed
Σ totalLensesApplied across all audits → org profile and OSS badge
03

Who this metric is for

CTO
Executive
Governance maturity, in one number

TLA is the cumulative record of automated design review. Its growth belongs in engineering leadership communications as evidence the governance model is doing work.

Architect
Design Authority
Are Lenses keeping up?

Compare TLA growth against PRE growth. If audit volume rises but TLA flattens, Lenses are not scaling with the workload and coverage is thinning.

OSS
Maintainers
A public governance badge

For open-source projects, TLA is a visible signal that contributions are checked against published design rules — not only against tests.

04

How this metric gets misused

⚠Do not use this metric to...

TLA measures how much checking happened, not how well the code conformed. A large TLA with a falling DCS means a lot of review is finding a lot of problems. Read TLA with DCS, never instead of it.

Do not treat a bigger TLA as better coverage by default.

Because it is cumulative, TLA grows with time and PR volume alone. To see whether each PR is being checked more deeply, look at LPPR. To see whether coverage is spread across domains, look at Lenses per Pillar.

05

What to do as the trend moves

Step-by-step response playbook for each signal state.

RisingPublish it

Governance throughput is growing. Make it visible.

01

Surface TLA on the org profile at /orgs/:uid and on the public OSS page at /oss/:slug as a governance maturity badge.

02

No action required. Highlight TLA growth in engineering leadership communications.

PlateauingExpand coverage

Lens evaluations have stopped growing. Check whether Lenses are keeping pace with audit volume.

01

Navigate to /changecontrols/designaudits and compare audit volume (PRE) growth against Lens count growth. If audit volume is growing but TLA is flat, Lenses are not scaling with workload.

02

Commission new Lenses at /steerings/lenses to expand coverage, and assign them to pillar owners with a 30-day target.

FallingDiagnose webhooks

A falling TLA on a growing codebase is a coverage regression.

01

Navigate to /changecontrols/designaudits and check whether PRE is also falling. A falling TLA on a growing codebase is a coverage regression that needs webhook diagnosis.

02

Audit CDA webhook configuration across all repositories, and investigate whether any repos were recently removed from governance scope.

Start measuring yours

What is your org's TLA?

rkito starts counting TLA from your first design audit. Connect your repo and watch your governance throughput build.