8 min read
Keep CI fast as AI coding speeds up
Use dependency-aware suite selection to shorten CI feedback and reduce compute while keeping the checks each pull request needs.
Blog posts tagged
TESTINGPage 1
11 min read
I trusted AI agents after I stopped trusting their first draft
How deep tests, stacked pull requests, adversarial review and isolated environments let me delegate parallel software delivery safely.
7 min read
How to Stop Reviewing Agent-Written Code
A multi-agent quality pipeline that replaces routine line-by-line review with executable evidence and deterministic gates.
6 min read
Require Evidence for AI-Generated Code
Use explicit acceptance criteria, test results, risk-based review and production feedback before accepting AI-generated changes.
5 min read
Why Playwright Seems to Be Winning Over Cypress for End-to-End Testing
A practical comparison of why teams are adopting Playwright faster than Cypress for modern E2E testing, and when Cypress is still a good fit.
5 min read
Load Testing Your Website in 2026
A modern, practical guide to load testing web applications using Siege, k6, and Vegeta, updated for contemporary development workflows.
3 min read
Green builds or it doesn’t ship: why teams must keep tests passing
Flaky tests, often caused by non-deterministic fake data, destroy trust in CI. Here’s how to enforce ‘always green’ and stabilise your suite.
5 min read
Unit vs Feature Tests in Laravel: When and How to Use Each
A practical guide to choosing between unit and feature tests in Laravel, with examples, trade‑offs, speed tips, and a sane test strategy for real apps.