From Vibe Coding to Spec-Driven Development
Vibe coding is fast but unpredictable. Spec-driven development gives AI agents clear instructions. Learn the workflow with real examples.
Blog
Insights, tutorials, and updates on software testing and QA
How to Automate Test Case Management and Reporting in Your CI/CD Pipeline
Learn how to automate test case management and reporting in CI/CD pipelines using a CLI. Sync Gherkin tests, create test plans, and upload JUnit/Mochawesome results.
Release Readiness Checklist: Automate Your Go/No-Go
Stop using spreadsheets for release readiness. See how an automated release readiness dashboard with live defect sync replaces manual checklists.
IoT Security Testing: The DJI Romo Hack Was a QA Failure
A hobbyist accidentally accessed 7,000 DJI robot vacuums. We break down the IoT security testing failures and provide a 21-case authorization test suite.
Keep Stakeholders in the Loop Without Adding Seats
TestCollab now lets you email test plan status updates to external stakeholders - no account or paid seat required. Save on licensing while keeping everyone informed.
Software Testing Strategies: A Practical Guide for QA Teams in 2026
Build a testing strategy that actually works. Covers risk-based, shift-left, regression, and AI-enhanced approaches with a step-by-step framework for QA teams.
Playwright MCP Server: How to Set Up, Configure & Use It (2026)
Set up Playwright MCP in VS Code, Cursor, Claude Code, or Codex in under 2 minutes. Includes config examples, CLI comparison, Bridge extension, and troubleshooting fixes.
Playwright CLI: The Token-Efficient Alternative to Playwright MCP for AI Coding Agents
Playwright CLI (@playwright/cli) is Microsoft's new command-line tool purpose-built for AI coding agents. Learn how it compares to Playwright MCP, why it uses up to 4x fewer tokens, and how to set it up for AI-powered browser automation and testing.
Building a Test Evidence Strategy That Scales
Learn how to build a scalable test evidence strategy. Capture screenshots, logs, and artifacts consistently to pass audits and debug faster.
Vibe Coding Has a Problem: How to Stop AI from Guessing
Vibe coding is fast until your AI starts hallucinating. Learn how connecting your test management tool via MCP creates guardrails that keep AI grounded in reality.
Introducing TestCollab MCP Server
Manage test cases directly from your AI coding assistant with TestCollab MCP Server. Create, update, and organize tests without leaving your development environment.
Infinite Code, Infinite Risk: Why Verification is the New Coding
AI has made code creation cheap, but verification remains hard. Learn why testing is now about defining specifications upfront, not catching bugs at the end.
