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@@ -103,7 +103,7 @@ This is a curated list of AI-powered developer tools. These tools leverage AI to
 - [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.
 - [Smol Developer](https://github.com/smol-ai/developer) — CLI agent that generates a repository from a prompt. Uses OpenAI and Anthropic.
 - [AdaL](https://sylph.ai/) — Self-evolving AI coding agent that lets models collaborate (Claude, GPT, Gemini). Runs locally, learns your codebase patterns.
-- [Axon](https://github.com/kill136/axon) — Open-source AI coding platform with Web IDE, multi-agent system, 37+ tools, and MCP protocol support. Features browser-based IDE with Monaco editor, Blueprint multi-agent orchestration, and scheduled task daemon.
+- [Axon](https://github.com/kill136/axon) — Open-source AI coding assistant with Web IDE, multi-agent system, 37+ tools, and MCP protocol support. Features Monaco editor, self-modification capabilities, and multiple AI provider integrations.
 - [Arctic](https://github.com/arctic-cli/interface) — A terminal-first TUI that unifies multiple AI coding plans and APIs with built-in usage and quota visibility.
 - [Cosine](https://cosine.sh/) — Agentic AI software engineer for enterprise codebases. Handles bug fixes, feature development, refactors, and PR generation with air-gapped and VPC deployment options.
 - [Devin](https://devin.ai/) — The first fully autonomous AI software engineer by Cognition. Handles entire development tasks end-to-end including planning, coding, debugging, and deployment with its own IDE, browser, and shell.
@@ -241,7 +241,7 @@ This is a curated list of AI-powered developer tools. These tools leverage AI to
 - [EntelligenceAI](https://entelligence.ai/pr) — AI powered code reviews for Github and Gitlab that improves over time based on user comments
 - [Sweep](https://github.com/sweepai/sweep) — AI junior dev: GitHub integration to generate, test, and self-review pull requests from issues.
 - [Codegen](https://www.codegen.com/) — GPT-4 based PR agent for enterprise codebases.
-- [Shippie](https://github.com/mattzcarey/shippie) — An open source tool for reviewing PRs. Works as GitHub action, Gitlab CLI or locally.
+- [Shippie](https://github.com/mattzcarey/shippie) — Extendable code review and QA agent using LLMs. Works as GitHub Action, GitLab CLI, or locally with MCP integration.
 - [Qodo PR Agent](https://github.com/qodo-ai/pr-agent) — Open source tool for automated code reviews. Qodo was formerly known as Codium (not to be confused with Codeium with an "E").
 - [Nova](https://www.trynova.ai/) — CI bot to add actions such as summaries and tests to new PRs.
 - [CodeRabbit](https://coderabbit.ai/) — Customizable CI to add summaries and code suggestions to PRs.
@@ -249,7 +249,7 @@ This is a curated list of AI-powered developer tools. These tools leverage AI to
 - [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.
-- [Dewhale](https://github.com/Yuyz0112/dewhale) — A GitHub integration focused on UI generation with built in support for shadcn, lucide, and nivo charts.
+- [Dewhale](https://github.com/Yuyz0112/dewhale) — GitHub-powered AI for effortless development. Open-source alternative to v0.dev with UI generation support.
 - [Pixee](https://pixee.ai) — Pixeebot finds security and code quality issues in your code and creates merge-ready pull requests with recommended 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.