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Quality & Engineering Leadership

Release confidence
that shows what was verified, and what was not.

Release confidence means your release decision can point to what was verified and what was not. It matters when the test cycle sets your release rhythm, or when the decision leans on whoever knows the suites best.

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The real question

Whether anyone could tell you if quality improved last quarter.

From the Quality Maturity AssessmentMeasurement & Continuous Improvement

01Questions

The questions
it answers.

  • What was verified, and what was not?

    The decision rests on coverage and gaps reported by product area, not on test counts and pass rates.

  • What is in scope for this release?

    Checking starts from a scope agreed with product and engineering, not from the full pass by default.

  • Can the decision be made on today’s evidence?

    Progress and blockers are reported as the cycle runs, so the decision uses the evidence available that day.

  • How does this release compare with the last?

    Results come in the same shape every release, so each release is compared with the last, not judged afresh.

02Approach

How I work
on it.

  1. Find where confidence breaks down

    I review how release decisions are made today: what they rest on, and which parts of a release are not exercised at all.

  2. Plan each cycle to the release

    I help your team set a scope for each release before the cycle starts, instead of running the full pass by default.

  3. Report every release the same way

    I set up reporting in the same shape every release: what is covered, what failed, what has no automated coverage and what is blocked.

What you leave with

  • A clear assessment of release risks and of what release decisions rest on today.
  • A way to scope each regression cycle to the release, agreed with product and engineering.
  • A report per release by product area: what was verified, what failed and what was not covered.
  • Measures of release health, comparable from one release to the next.

03Evidence

The topic,
in practice.

From my employment: case studies where quality evidence was measured and made visible, each with the limits of its evidence stated.

Case studies

Where it sits in the assessment.

The Quality Maturity Assessment scores nine dimensions. These are the ones this work moves.

Open the assessment

The other topics.

  • Quality strategyWhat quality means for your product, who owns it, and how “good enough to ship” gets decided.
  • Organisational maturityWhere the organisation stands across nine dimensions, and which one is setting the ceiling.
  • Test architectureTesting designed around your product’s risks and system boundaries, so a green build says what is safe to release.
  • CI/CDPipelines and feedback loops that tell the team quickly whether a change is safe to ship.
  • Fractional leadershipSustained direction across quality and delivery, without a full-time hire.

Want to improve reliability
and delivery?

Describe the team, the pipeline and what is getting in the way.

Discuss quality and delivery