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Case study · education

EdTech Release Automation

From 3-week releases to 2-day deploys - quality gates in CI.

3w -> 2drelease cycle

Delivered by members of our team before DosVectis was founded in September 2026. The client is anonymised under NDA.

EdTech Release Automation case studyEdTech Release Automation case study

Overview

The brief.

A fast-growing edtech platform was shipping on a three-week cadence with no automated gates. We introduced CI quality gates and trunk-based delivery, cutting the cycle to two days with zero critical escapes.

Client

Learning platform

Education

1.2M learners

Gallery

In the wild.

CI pipeline
Test dashboard grayscale

Slide 1 of 1

The numbers.

Results

  • 3w -> 2d

    Release cycle

  • 0

    Critical escapes

The challenge

What was in the way.

Slow, risky releases

Manual QA and nightly deploys meant every release was a fire drill and regressions reached students.

No safety net

A single broken commit could take the platform down for hours with no automated rollback.

The solution

How we solved it.

We built a trunk-based CI/CD pipeline with axe accessibility gates, k6 performance checks and Playwright e2e suites - red blocks the merge.

“Releases went from an all-hands event to a quiet Tuesday.”

Head of Engineering

Head of Engineering · EdTech platform

Outcome

The bottom line.

3w -> 2drelease cycle

From 3-week releases to 2-day deploys - quality gates in CI.

FAQ

About this engagement.

How long to set up?

Four weeks to a gated pipeline with full e2e coverage.

Do you keep our stack?

Yes - we harden the CI you already run.

What if a deploy fails?

Automated rollback plus a documented runbook.

Want results like these?

We build to the outcome, then let the numbers speak.