33 related articles

Tokimeter is an open-source local tool that unifies token usage and cost analysis across Claude, Cursor, Codex, and more AI coding tools—no account needed, data never leaves your machine.

TRIP is a privacy-first open-source self-hosted travel planning tool supporting POI map management, multi-day itineraries, GPX tracks, and MCP Server AI integration. A detailed look at version 1.47.

Deep dive into qm, a multiplayer AI Agent collaboration framework that uses state sync, real-time observability, and human takeover mechanisms to transform Agents from solo tools into team infrastructure.

Why does production never match local? This article analyzes root causes like config gaps and dependency drift, and explores how Docker, Twelve-Factor App, and IaC practices bridge the dev-prod divide.

Cursor AI coding tool accused of uploading user code to servers even with telemetry disabled. Analyze the controversy, privacy mode details, and security recommendations for enterprise developers.
Mindwalk: Replaying AI Coding Agent Be…
Mindwalk renders codebases as 3D maps, visually replaying the full operation trajectories of AI coding agents like Claude Code and Cursor. A deep dive into its core ideas, use cases, and the future of agent observability tools.

Heap Code is an open-source VS Code extension supporting local models via Ollama and LM Studio, plus OpenAI-compatible APIs. Features completions, chat, inline edit, and agent mode — zero telemetry, no account required.

A League of Legends player collected 17M mouse trajectories and 670K clicks. We analyze the ML value of this gaming behavioral telemetry data for imitation learning, anti-cheat, and player modeling.

A LoL player collected 17M mouse trajectories and 670K clicks across 350 matches. We analyze the real ML value and limitations of this gaming telemetry data.

Claude Code found to contain user monitoring logic, raising AI tool privacy concerns. Learn how to isolate Claude Code, Codex & Copilot with Docker Sandboxes — full setup and escape testing included.

Browser Use is an open-source AI Agent framework that lets LLMs autonomously drive browser operations via natural language. This article breaks down its four-layer architecture, core Agent loop, CDP perception layer, dynamic Tools dispatch, and its Skills, Sandbox, and MCP extension capabilities.

Alibaba has banned employees from using Claude Code company-wide, shifting sharply from encouragement to prohibition. An in-depth look at data security risks, privacy compliance dilemmas, and the domestic AI alternative trend.

BingoCode is an MIT-licensed open-source AI coding tool supporting offline intranet deployment, compatible with DeepSeek, Claude, OpenAI, and Gemini. Pure CLI design, four-step setup, high cache hit rates for lower costs — ideal for security-conscious teams.

ctx is a local-first open-source tool that lets developers search and reuse conversation history from Claude Code, Cursor, and GitHub Copilot without uploading data to the cloud.

LangChain open-sources OpenWiki, a tool that auto-generates and maintains AI-readable wiki documentation for codebases via a single command, powered by Git history and agents.md integration.

Deep dive into LangChain 1.0's architecture: LangChain framework, LangGraph multi-Agent orchestration, and LangSmith observability platform, with hands-on RAG and intelligent customer service projects.

A detailed four-stage competency model for AI Agent development: from Python/RAG basics (15K) to workflow orchestration (20K), inference optimization (30K), and Agent cluster governance (40K RMB).

Deep dive into Agent Loop mechanics: the think-act cycle, how agents differ from LLMs, termination conditions, and design principles for building autonomous AI Agent systems.

Deep analysis of Cursor refill plugin architecture: how clean account pool scheduling replaces cracking tools, the business logic of 35% pay-per-use pricing, and compliance risks developers should consider.
Product ReviewsDeep dive into Google's Antigravity IDE: analyzing this free AI coding tool built by the Windsurf team, its agent-first development mode, real-world performance, and full comparison with Cursor.