Practice · Pulse
Releases you can ship on a Friday.
QA automation, AI testing, CI/CD, release engineering.
Typical client
Product teams shipping weekly or faster, where every release breaks something and manual regression eats the sprint.
Problems solved
- Manual regression every release
- Flaky tests nobody trusts
- AI features you cannot predict
- No visibility into what shipped
Capability map
AreaPreventDetectRelease
6 services
QA AutomationCritical flows covered by tests that run on every change.3–8 wksAI TestingEvaluation for features you can’t predict.3–6 wksCI/CDPipelines that make shipping boring.2–6 wksInfrastructure ValidationLoad, chaos and failover tested before peak.2–5 wksSecurity MonitoringVulnerability scanning and alerting wired into delivery.2–4 wksRelease EngineeringFeature flags, canaries and release notes that write themselves.3–6 wks
Field notes
Outsourcing QA Automation to India: What to AskBefore you hand test automation to an Indian team: the questions, sample deliverables and ownership terms that separate a suite from a script dump.4 minFixing Flaky Playwright Tests Without More RetriesRetries hide flaky Playwright tests. How to find the real cause with traces and repeat runs, fix it, and stop new flaky tests reaching main.5 minWhen Does Test Automation Pay Off? How to DecideManual regression eating days before each release? How to work out whether end-to-end automation will pay for itself, what to automate first and what to skip.3 minPlaywright Test Agents in Practice: Planner, Generator and HealerPlaywright now ships three AI agents that plan, write and repair tests. What each one does, why the healer can hide a real bug, and the review rules we would put around them.3 minAutomated Checkout Tests on Shopify: Where to Run Them and HowHow to test a Shopify checkout automatically without placing real orders or fighting bot protection: a separate test store, Shopify's test payment gateway, gateway test modes, and the flows worth covering for Indian stores.3 minDesigning an Enterprise QA Automation ProgramAutomation programs fail not because the framework is wrong, but because the program lacks an operating model. The four pillars to install before any test is written.8 min
Ecosystem
PlaywrightCypressGitHub ActionsAutoGherkk6Sentry