https://www.testmuai.com/blog/category/product/ The latest Product articles from the TestMu AI Blog and Learning Hub. en-us Thu, 30 Jul 2026 00:00:00 +0000 TestMu AI feed builder https://www.testmuai.com/blog/kiro-powers-kane-cli-verification/ https://www.testmuai.com/blog/kiro-powers-kane-cli-verification/ Thu, 30 Jul 2026 00:00:00 +0000 Bhawana Product AI Kiro writes the feature but cannot open a browser to prove it works. Add the Kane CLI power, then wire agent mode, steering files, and hooks for real checks. https://www.testmuai.com/blog/loop-engineering-and-kane-cli/ https://www.testmuai.com/blog/loop-engineering-and-kane-cli/ Tue, 21 Jul 2026 00:00:00 +0000 Siddhant Sinha Product AI Loop engineering designs the cycle an agent runs: plan, act, observe, verify, repeat. Most loops skip verify. See how Kane CLI supplies it for real browser UI. https://www.testmuai.com/blog/async-agents-and-kane-cli/ https://www.testmuai.com/blog/async-agents-and-kane-cli/ Tue, 30 Jun 2026 00:00:00 +0000 Siddhant Sinha Product AI Async agents run in the background, no human watching each step. That only works if the agent can check its own output. Kane CLI gives it a clear pass or fail. https://www.testmuai.com/blog/gemini-cli-kane-cli-verification/ https://www.testmuai.com/blog/gemini-cli-kane-cli-verification/ Tue, 30 Jun 2026 00:00:00 +0000 Bhawana Product AI Gemini CLI writes code but cannot confirm it works in a browser. Install the Kane CLI skill and it runs any flow in real Chrome and reads a pass or fail. https://www.testmuai.com/blog/kane-cli-got-3x-faster/ https://www.testmuai.com/blog/kane-cli-got-3x-faster/ Sun, 28 Jun 2026 00:00:00 +0000 Bhawana Product AI The latest Kane CLI release makes runs up to 3X faster, so feedback lands sooner in the agent loop and in CI. Here is what got faster and how to update today. https://www.testmuai.com/blog/claude-code-kane-cli-verification/ https://www.testmuai.com/blog/claude-code-kane-cli-verification/ Thu, 25 Jun 2026 00:00:00 +0000 Bhawana Product AI Claude Code can write the code but not confirm it works in a browser. See how Kane CLI gives your agent a real verification loop in plain English, pass or fail. https://www.testmuai.com/blog/kane-cli-before-pr-ui-check/ https://www.testmuai.com/blog/kane-cli-before-pr-ui-check/ Thu, 25 Jun 2026 00:00:00 +0000 Bhawana Product AI Stop opening PRs you have not actually clicked through. Kane CLI runs the flow in a real browser in about a minute and drops a pass-or-fail link on the PR. https://www.testmuai.com/blog/kane-cli-ci-cd-ready/ https://www.testmuai.com/blog/kane-cli-ci-cd-ready/ Thu, 25 Jun 2026 00:00:00 +0000 Bhawana Product AI The same Kane CLI that runs on your laptop runs in any CI pipeline. Headless, agent mode, standard exit codes, no separate product and no syntax change. https://www.testmuai.com/blog/kane-cli-files-attach-generate/ https://www.testmuai.com/blog/kane-cli-files-attach-generate/ Thu, 25 Jun 2026 00:00:00 +0000 Bhawana Product AI Kane CLI now takes your files into test generation. Pass --files or type @filename to ground generated test cases in your real specs, designs, and data. https://www.testmuai.com/blog/kane-cli-ndjson-agent-mode/ https://www.testmuai.com/blog/kane-cli-ndjson-agent-mode/ Thu, 25 Jun 2026 00:00:00 +0000 Bhawana Product AI In agent mode, Kane CLI streams typed NDJSON events and ends with a run_end line carrying status, summary, extracted values, and a link. Here is how to read it. https://www.testmuai.com/blog/kane-cli-three-modes/ https://www.testmuai.com/blog/kane-cli-three-modes/ Thu, 25 Jun 2026 00:00:00 +0000 Bhawana Product AI Kane CLI runs the same way everywhere through three modes: interactive TUI for humans, headless for scripts, agent mode for AI and CI. One syntax, one flag. https://www.testmuai.com/blog/lovable-kane-cli-verification/ https://www.testmuai.com/blog/lovable-kane-cli-verification/ Thu, 25 Jun 2026 00:00:00 +0000 Bhawana Product AI Vibe Coding Lovable ships a working app from a prompt. Kane CLI runs the real flow in Chrome and returns pass or fail, so you catch what the preview hides before users do. https://www.testmuai.com/blog/who-kane-cli-is-for/ https://www.testmuai.com/blog/who-kane-cli-is-for/ Fri, 19 Jun 2026 00:00:00 +0000 Bhawana Product Kane CLI is for fast-shipping web teams building with AI agents and no QA safety net. Meet the four people who feel the gap between shipped and verified.