How Entra ID SSO and SCIM Provisioning Work in TestCollab
Entra ID SSO and SCIM provisioning for TestCollab Enterprise plans: Microsoft sign-in, group-to-role mapping, and automatic joiner and leaver handling.
Blog
Insights, tutorials, and updates on software testing and QA
Anthropic's Fable 5 Ban: Model Risk Is the New Vendor Lock-In
On June 13, 2026, a US order cut foreign access to Claude Fable 5. For QA teams running AI agents, it is a lesson in model risk: the new vendor lock-in.
CT-AI v2.0: The New Standard for Testing AI Systems (and How Teams Actually Run It)
ISTQB CT-AI v2.0 split AI testing in two and rebuilt it for the LLM era. Here's what the new standard for testing AI systems requires, and how QA teams run it.
QA Management Software: Beyond the Test Runner (2026)
What QA management software actually does in 2026: definitions, the four jobs of a QA management system, and how to build a release-readiness dashboard that answers 'are we ready to ship?'.
AI in Software Testing: How QA Agents Run Your Test Plans
A practical guide to AI in software testing: how QA agents (Hermes, Claude Code, Codex) execute TestCollab test plans via browser automation. Real setup, real results.
Week of May 11, 2026: Defect Comments, Requirements Export, and Test Coverage Gap Detection
TestCollab release: defect comments and activity timelines, Requirements CSV export, a Never-Assigned coverage metric, and a new tc-cli command for AI-agent QA.
Public Project Dashboards: Share Status Without Adding Seats
Share a TestCollab project dashboard via a public link - no account or paid seat required. Now project, test plan, and release status all have public links.
Playwright Testing Is Great - But It Doesn't Capture Test Evidence at Scale
Playwright testing excels at automation, but falls short on test evidence at scale - especially in the agent era. Learn how test case management tools act as a governance layer for human and AI-driven QA.
Zero-Setup Test Reporting in CI: One Command, No Manual Test Plans
Upload test results to your test management tool from CI with a single CLI command - no pre-created test plans, no ID mapping, no manual setup. Agent-friendly and built for Playwright, Cypress, Jest, Pytest, and more.
Will AI Replace QA Testers? The Future of Software Testing
Will AI replace QA testers? We break down where AI testing actually stands, what's hype vs reality, and why your QA career isn't going away.
Project Secrets, QA Copilot Redesign, and Dashboard Widgets: March 2026 Update
TestCollab adds encrypted project secrets for test data, a redesigned QA Copilot proposals page, pinned dashboard widgets, and release test plan selection.
The Hidden Cost of Vibe Coding: Why AI Coding Tools Create More Bugs Than They Fix
A CMU study of 806 repos reveals AI coding tools like Cursor boost velocity temporarily but create persistent technical debt. Here's what QA teams need to know.
