Autonomous Quality Engineering CLI Agent

@asad0801
ENGLISHJul 15, 2026
179K
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TL;DR

KANE CLI is an AI-powered agent that automates the entire software quality lifecycle by discovering application features and maintaining continuous validation.

𝗠𝗘𝗘𝗧 𝗞𝗔𝗡𝗘 𝗖𝗟𝗜:

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Software quality has been trapped in the same workflow for decades.

Write tests.

Run tests.

Report bugs.

Repeat.

But that's not how humans work.

When a senior engineer joins a project, they don't start by writing test cases. They first understand the product. They explore the codebase. They connect features, workflows, APIs, business logic, and edge cases into a mental model.

Only then do they know what should be tested.

So we asked ourselves...

Why shouldn't an AI agent work the same way?

Today we're introducing a new continuous software quality workflow.

Instead of executing isolated prompts, the agent operates as a persistent quality engineer.

It starts by discovering the entire application.

• Every feature

• Every workflow

• Every screen

• Every API

• Every configuration

• Every business rule

It builds a living source of truth before writing a single test.

From there it automatically:

→ Generates comprehensive test suites for every feature

→ Executes every test

→ Documents every defect with reproduction steps, expected vs actual behavior, severity, and root cause analysis

→ After build deployed

→ Runs full regression testing

Then it starts over.

Not because someone clicked "Run Again."

Because quality is never finished.

The agent keeps discovering, testing, and validating until there are:

• No undocumented features

• No failing tests

• No critical defects

• No broken user journeys

• No unresolved high-severity issues

After every iteration, it reports:

✓ Coverage

✓ Features tested

✓ Defects found

✓ Defects fixed

✓ Remaining risks

✓ Confidence score

This isn't another AI test generator.

It's a continuous software quality and validation agent. We're moving from test automation to autonomous quality engineering. The future isn't AI writing test scripts.

The future is AI owning the entire quality lifecycle.

Sign-up link in the comments: TRY IT NOW. Its free

https://www.testmuai.com/kane-cli/

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