How to Test AI Agent Guardrails: Prompts as Test Cases
AI agent guardrails are requirements. See how to test them with prompt groups in Gherkin feature files and get a result for each prompt in TestCollab.
Blog
Insights, tutorials, and updates on software testing and QA
Model Context Protocol (MCP) for QA Teams: How to Test It
Updated October 2026: what MCP is, how QA teams use it, and how to test an MCP server and the agent on it with prompt groups, test datasets and TestCollab.
BDD Test Management from Git: What's New in tc sync
BDD test management from Git just got better: Scenario Outline datasets, Cucumber results without IDs, and archived scenarios instead of deleted test cases.
Risk-Based Testing: What to Test Before Release
Learn risk-based testing in 28 short slides. See how TestCollab helps teams score risks, link test cases, prioritize testing, and review results before release.
EU AI Act Compliance Checklist: Requirements, Deadlines, and Test Evidence (2026 Update)
Updated September 2026: EU AI Act compliance checklist with current deadlines, high-risk and GPAI requirements, penalties, and the test evidence auditors want.
Security Testing Is the Proof of Work for AI Slop Code
AI slop code has turned security testing into proof of work: costly human verification that buys trust. Why this era is temporary, and what outlasts it.
AI Test Case Generation with MCP Server: Example Prompts and Setup
Updated August 2026: setup for Claude Code, Claude Desktop, Cursor, Windsurf, and Codex, plus 17 MCP tools and example prompts for AI test case generation.
Harness Engineering: What It Means for QA
Updated August 2026: what harness engineering means for QA, plus the six reusable primitives every agent harness shares and a five-level maturity model.
Data-Driven Testing with Test Datasets & Parameters
Updated August 2026: learn how data-driven testing works in TestCollab - test parameters, reusable test datasets, and one test case across many data rows.
Release Management Best Practices When AI Writes Code
Release management best practices change when AI writes the code. Twelve behaviors that keep change failure rate down as merge volume climbs on your team.
10 Best AI Test Case Generation Tools (2026 Comparison)
Compare 10 AI test case generation tools for requirements, Jira, screenshots, APIs, and UI automation. See verified features, pricing, and best use cases.
Best AI Testing Tools Compared: Katalon, Testim, Applitools & 7 More (2026)
Updated August 2026: hands-on comparison of 10 AI testing tools - TestCollab, Katalon, Testim, Applitools, Mabl, TestMu AI. Verified pricing, AI agent product lines, and where agentic testing fits.
