#AST code editing
1024 related articles
Product Reviews·2 min
OpenYak: Open-Source Local AI Agent Supporting 100+ Models with Zero Telemetry Privacy
OpenYak is an open-source local AI agent supporting Windows/macOS/Linux. Access 100+ models via OpenRouter, MCP, and Ollama with BYOK zero-telemetry privacy — a strong alternative to Claude Code and OpenAI Codex.
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Tech Frontiers·2 min
Codex CLI /goal Command Explained: AI Coding Agent Loops Automatically Until the Goal Is Done
Deep dive into Codex CLI 0.128.0's new /goal command: how prompt templates drive autonomous agent loops, token budget controls, and AI coding agents that work until the goal is done.
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Product Reviews·2 min
Building an iNaturalist Observation Tool Entirely on a Phone with Claude Code
Simon Willison built an iNaturalist observation display tool entirely on his phone with Claude Code while camping, using Git Scraping + GitHub Actions for a zero-cost serverless architecture.
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Product Reviews·2 min
Simon Willison Uses Claude Code on His Phone to Add Wildlife Sighting Features to His Blog
Django co-creator Simon Willison uses Claude Code's web version on his phone to sync a decade of iNaturalist wildlife photography to his blog, showcasing pragmatic AI-assisted programming.
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Product Reviews·3 min
Serena MCP Toolkit: The Open-Source Powerhouse Giving AI Agents IDE-Level Programming Capabilities
A comprehensive look at Serena MCP toolkit's core capabilities including semantic retrieval, AST-level code editing, and agentic coding support. Discover how this 23,800+ star open-source project gives AI Agents IDE-level code understanding.
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Tutorials·3 min
Building an iNaturalist Observation Tool with Claude Code on a Phone: Git Scraping in Practice
Simon Willison built an iNaturalist observation display tool using Claude Code on his phone while camping. Learn the three-layer architecture: Python CLI, Git Scraping, and static frontend.
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Expert Opinions·2 min
In the Vibe Coding Era, Share Your AI-Built Personal Apps via RSS
Vibe coding makes building apps as simple as blogging. Matt Webb proposes using RSS to distribute vibe-coded micro-apps, and Simon Willison puts it into practice. Exploring open protocols' new potential in the AI programming era.
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Tutorials·3 min
GitHub 8K Stars: Deep Dive into the Most Comprehensive LLM Resource Repository
Deep analysis of the awesome-LLM-resources GitHub project (8200+ Stars), covering multimodal models, AI Agents, MCP protocol, model training & inference, and AI-assisted programming.
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Product Reviews·4 min
Tabby: A Complete Guide and In-Depth Review of the Open-Source Self-Hosted AI Coding Assistant
In-depth analysis of Tabby, the open-source self-hosted AI coding assistant. Covers its Rust high-performance architecture, multi-model support, repo-level code understanding, and comparisons with GitHub Copilot.
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Product Reviews·3 min
avante.nvim: Get Cursor-Level AI Coding Experience Without Leaving Neovim
avante.nvim is a Neovim plugin with 17,800+ GitHub stars that brings Cursor AI IDE-level intelligent coding to Neovim. Supports multiple models, local deployment, and preserves Vim keybindings.
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Tutorials·3 min
Simon Willison Uses Phone + Claude Code to Add Wildlife Observation Feature to His Blog
Simon Willison used Claude Code's web version on his phone to add iNaturalist wildlife observation records to his blog. Analysis of the technical implementation, Beats content aggregation system, and how AI-assisted coding breaks mobile development barriers.
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Product Reviews·5 min
OpenAI PHP Client: Quickly Integrate GPT and Other AI Capabilities into PHP Projects
A detailed guide to the openai-php/client library's core features and use cases. This 5700+ Star PHP client supports GPT-4 chat, DALL·E image generation, Whisper speech recognition, and more OpenAI APIs with Laravel integration, streaming, and type safety.
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Product Reviews·3 min
Building with Claude Code on a Phone: An iNaturalist Observation Viewer in Practice
Simon Willison built an iNaturalist observation viewer using only a phone and Claude Code while camping. This article breaks down the three-layer architecture: Python CLI data aggregation, Git Scraping automation, and AI-generated frontend.
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Product Reviews·5 min
Deep Dive into awesome-claude-plugins: The Four Core Components of Claude Code's Plugin Ecosystem
Deep dive into awesome-claude-plugins: Claude Code's four plugin components—custom commands, agents, hooks, and MCP servers—with practical selection tips and platformization trend analysis.
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Product Reviews·5 min
BuildWithClaude: A Claude Extension Resource Directory with 2800+ Stars
BuildWithClaude is a GitHub project with 2876 Stars aggregating Claude ecosystem resources across Skills, Agents, Plugins and more. Learn its core features and usage to discover and integrate Claude Code extensions.
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Deep Dives·3 min
Claude Code CLI Source Code Analysis: The AI Programming Architecture Behind 43 Tools and 144 Components
In-depth analysis of Claude Code CLI's open-source architecture, covering its 43 built-in tools, React+Ink terminal UI, MCP protocol, and multi-Agent collaboration mechanisms.
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Expert Opinions·2 min
Opus 4.7 and GPT-5.5 Launch: Simon Willison's April Newsletter Breaks Down AI Frontier Developments
Simon Willison's April 2026 newsletter: Claude Opus 4.7, GPT-5.5 price hikes, Claude Mythos, ChatGPT Images 2.0, and the latest in LLM safety research.
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Product Reviews·5 min
Awesome Claude Code: Deep Dive into a 40K-Star Resource Collection
Deep analysis of the 42,000+ star awesome-claude-code GitHub repository, covering Skills, Hooks, Slash Commands, Agent Orchestrators and more to help developers master the Claude Code ecosystem.
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Tutorials·3 min
Simon Willison Uses Claude Code on His Phone to Add Wildlife Observation Features to His Blog
Simon Willison used Claude Code's web version on his phone to add iNaturalist wildlife observation sync to his blog, going from prototype to production in just two days.
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Tutorials·5 min
Codex CLI /goal Command Explained: Autonomous Loop Execution Until Goal Completion
Codex CLI 0.128.0 adds the /goal command for goal-driven autonomous loop execution. This article analyzes its technical implementation, token budget mechanism, and practical use cases.
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