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.
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Insights, tutorials, and updates on software testing and QA
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.
10 Best Test Management Tools Compared (2026 Pricing & Reviews)
Side-by-side comparison of the 10 best test management tools in 2026 - pricing, Jira integration, AI features, and honest pros/cons. Includes free and open-source options.
Migrate Azure Test Plans to TestCollab
Migrate Azure Test Plans, suites, test cases, steps, tags, and metadata into TestCollab with a guided import that keeps your test structure organized.
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.
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.
