Merge agent/stone-sharp-mzo0 into main

README.md

@@ -109,8 +109,8 @@ Autonomous CLI agents that generate code, execute shell commands, and manage mul
 - [Aider](https://aider.chat/) — Popular CLI assistant and agent that generates changes and commits to repositories. Supports multiple LLM providers with built-in benchmarks. 25k+ GitHub stars.
 - [OpenHands](https://www.all-hands.dev/) — Open-source autonomous AI software developer (formerly OpenDevin). Features a full development environment with code editor, terminal, and browser for end-to-end task completion. 50k+ GitHub stars.
 - [Devin](https://devin.ai/) — Autonomous AI software engineer by Cognition. Handles planning, coding, debugging, and deployment with its own IDE, browser, and shell.
-- [Gemini CLI](https://geminicli.com/) — Google's open-source AI agent for the command line. Features agentic capabilities, MCP support, shell integration, and seamless access to Gemini models with a generous free tier.
-- [Cursor CLI](https://cursor.com/cli) — Cursor's command-line interface bringing AI-powered coding to the terminal. Integrates with Cursor's AI capabilities for code generation and editing from the command line.
+- [Gemini CLI](https://geminicli.com/) — Google's open-source AI agent for the command line. Features agentic capabilities, MCP support, and shell integration.
+- [Cursor CLI](https://cursor.com/cli) — Cursor's CLI for AI-powered code generation and editing from the terminal.
 - [GPT-Pilot](https://github.com/Pythagora-io/gpt-pilot) — AI developer that writes entire scalable apps from scratch while the developer oversees the implementation. Creates apps step-by-step with human collaboration. 30k+ GitHub stars.
 - [Goose](https://block.github.io/goose/) — Block's open-source autonomous AI coding agent that operates on your machine. Extensible with MCP, works with multiple LLM providers, and handles complex multi-step development tasks.
 - [Plandex](https://plandex.ai/) — Terminal-based AI coding agent for complex, multi-file tasks. Features built-in version control, iterative planning, and context management across large codebases.
@@ -245,7 +245,7 @@ Web utilities for quick code generation, language translation, and regex creatio
 - [CodePal](https://codepal.ai/) — A web tool for quickly generating or refactoring code.
 - [AI Code Convert](https://aicodeconvert.com/) — A web tool for translating code between programming languages.
 - [AI Code Playground](https://aicodeplayground.com/) — A web tool for refactoring and improving code.
-- [AutoRegex](https://www.autoregex.xyz/) — AutoRegex uses OpenAI's GPT-3 to produce regular expressions from plain English.
+- [AutoRegex](https://www.autoregex.xyz/) — Generate regular expressions from plain English using GPT-3.
 - [unpkg.ai](https://unpkg.ai/) — Open source AI-powered ESM module generation service. Generate JavaScript modules via URL for rapid prototyping.
 - [EnigmaEasel](https://enigmaeasel.com) — AI-powered engine for generating accessible color palettes and systems, OKLCH gradients, and font pairings with one-click Tailwind CSS and SCSS exports.
 - [JSONFix](https://jsonfix-lake.vercel.app/) — AI-powered JSON repair tool that instantly fixes malformed JSON with missing quotes, trailing commas, and syntax errors.
@@ -306,7 +306,7 @@ Integrations that automatically review pull requests and suggest code fixes:
 - [PR Explainer Bot](https://pr-explainer-bot.web.app/) — A GitHub integration that adds explanatory text to newly created PRs.
 - [Goast](https://goast.ai/) — A hosted tool that ingests your error logs and suggests fixes.
 - [Corgea](https://corgea.com/) — A GitHub integration that finds and fixes vulnerable code.
-- [Pixee](https://pixee.ai) — Pixeebot finds security and code quality issues in your code and creates merge-ready pull requests with recommended fixes.
+- [Pixee](https://pixee.ai) — Finds security and code quality issues and creates merge-ready pull requests with fixes.
 - [CodeAnt AI](https://www.codeant.ai/) — Automatically create PRs to fix code issues.
 - [What The Diff](https://whatthediff.ai/) — AI-powered app that reviews the diff of pull requests and writes a descriptive comment about the changes in plain English.
 - [Trag](https://usetrag.com/) — AI powered code reviews with pre-defined instructions and patterns.
@@ -336,8 +336,8 @@ Tools that generate unit/e2e tests and integrate AI into CI/CD pipelines:
 - [Meticulous.ai](https://www.meticulous.ai/) — Automatically generated, automatically maintained end-to-end tests: as your app evolves so does your test suite.
 - [DiffBlue](https://www.diffblue.com/) — Automatically generated unit tests for Java.
 - [Qodo](https://www.qodo.ai/) — Non-trivial test generation with support for major programming languages. Extensions for VS Code and JetBrains. (formerly Codium)
-- [DeepUnit](https://www.deepunit.ai/) — Thoughtful test cases and generation of complete unit test files. Available as an interactive VS Code extension, npm package, CLI or CI/CD pipeline.
-- [MutahunterAI](https://github.com/codeintegrity-ai/mutahunter) — Accelerate developer productivity and code security by finding vulnerabilities in code and generating tests for them. Open Source and available as a CLI or CI/CD pipeline.
+- [DeepUnit](https://www.deepunit.ai/) — Unit test file generator. Available as VS Code extension, npm package, CLI, or CI/CD pipeline.
+- [MutahunterAI](https://github.com/codeintegrity-ai/mutahunter) — Finds code vulnerabilities and generates tests for them. Open source CLI and CI/CD pipeline.
 - [KushoAI](https://kusho.ai/) — AI agent for API testing which transforms your Postman collections, OpenAPI specs, curl commands, etc. into exhaustive test suites that plug into your CI/CD pipeline.
 - [Wopee.io](https://wopee.io) — Autonomous visual regression testing platform with AI-powered test agents. Integrates with Playwright, Cypress, and Robot Framework.
 - [Test Gru](https://gru.ai/home#test-gru) — Provides enterprise-level unit test automation services.
@@ -346,7 +346,7 @@ Tools that generate unit/e2e tests and integrate AI into CI/CD pipelines:
 - [Fine](https://fine.dev/?ref=awesome) — AI Dev Environment for automating mundane work. Integrate GitHub, Sentry, Linear. Get context-aware answers to questions. Plan, design and implement changes. Automate self-healing CI/CD.
 - [CodeFlash AI](https://www.codeflash.ai/) — A CLI and CI tool for optimizing Python code using AI.
 - [Recurse ML](https://recurse.ml) — Find bugs in AI-generated code.
-- [TestDriver](https://testdriver.ai) — Next generation framework for powerful, cross-platform, selectorless End-to-End QA Testing.
+- [TestDriver](https://testdriver.ai) — Cross-platform, selectorless end-to-end QA testing framework.
 
 ---
 
@@ -455,7 +455,7 @@ Tools for monitoring token usage and API costs across AI providers:
 Tools that generate commit messages and PR descriptions from diffs:
 
 - [git-lrc](https://github.com/HexmosTech/git-lrc) - Free, unlimited AI code reviews that run on every commit.
-- [GitBrain](https://gitbrain.dev/) — Git client that simplifies the git workflow. Splits code changes, generates summaries & commit messages for code changes. Uses OpenAI.
+- [GitBrain](https://gitbrain.dev/) — Git client that splits changes and generates commit messages using OpenAI.
 - [GitButler](https://gitbutler.com/) — Git client for simultaneous branches on top of your existing workflow. Defaults to OpenAI, can be changed to Perplexity for generating conventional commit messages.
 - [AI Git Narrator](https://github.com/pmusolino/AI-Git-Narrator) - CLI tool that uses AI to automatically generate high-quality Git commit messages and pull request descriptions.
 
@@ -468,7 +468,7 @@ Tools that auto-generate documentation, diagrams, and changelogs from source cod
 - [DocuWriter.ai](https://www.docuwriter.ai/) — AI-powered web app to generate automated Code & API documentation from your source code files.
 - [README-AI](https://github.com/eli64s/readme-ai) — Automated README.md file generator, powered by large language model APIs.
 - [CodexAtlas](https://codedocumentation.app/) — Automated code and API documentation using latest AI models.
-- [EkLine](https://ekline.io/) — Helps software teams create and maintain high-quality documentation with AI-powered quality checks, style guide enforcement, and automatic doc generation.
+- [EkLine](https://ekline.io/) — AI-powered documentation tool with quality checks, style guide enforcement, and automatic doc generation.
 - [Changenotes](https://changenotes.app) — AI-powered changelog generator. Connects to GitHub, auto-generates categorized changelogs from commits and PRs on every release. Free tier available, Pro $9/mo.
 
 ### Code Search & Understanding