The Complete Landscape of AI Coding Tools

A practitioner’s guide based on real submission experience — form details, review pitfalls, and the3 big mistakes I made so you don’t have to. Why Bother with the Connector Directory? When your MCP server isn’t in the directory, users need to: Go to Claude Settings → Connectors Click “Add Custom Connector” Manually paste the serv... Read More

The Human in the Loop: LLM Coding Agents, Compiler Feedback, and the State of Automated Code Generation Introduction A Hacker News thread asked a deceptively simple question: which open-source or commercial automated LLM coding agent is best for day-to-day work in 2026? The original post accumulated a modest score and only a handful of comment... Read More

Abstract The growing complexity of modern software systems has outpaced the contextual awareness of most AI coding assistants. Graphify, an open-source project by safishamsi on GitHub (58,575 stars at the time of writing), addresses this gap by transforming arbitrary folders of code, schemas, scripts, documentation, and even multimedia into a s... Read More

Background and Motivation The integration of large language models into security operations has shifted the bottleneck from raw model capability to structured, reusable task definitions. Generic prompt engineering produces inconsistent results across defenders, while mature security workflows demand reproducibility, auditability, and alignment ... Read More

Introduction The accelerating convergence of large language models and domain-specific scientific tooling has produced a new class of AI infrastructure: agent skills libraries. Among these, K-Dense-AI/scientific-agent-skills has emerged as the leading open-source project of its kind, amassing 27,038 GitHub stars and reaching an estimated 160,00... Read More

Deep dive into password manager cryptography: PBKDF2 → HKDF → AES-256-CBC → HMAC-SHA256, with complete runnable Python code. Why You Should Care About Bitwarden’s Cryptographic Design To reduce my dependence on big tech, I’ve been researching how to self-host my password manager. One promising option is Vaultwarden—an open-source clone o... Read More

Why Use Cursor AI for Data Visualization? Data visualization is the final mile of data analysis — and the most insightful part. The traditional Jupyter Notebook + matplotlib workflow requires developers to memorize numerous APIs. With AI assistance, this compresses into a simple loop: describe your needs → generate code → debug and run. Cursor... Read More

📅 June 2, 2026 · 🔖 Security / VSCode / GitHub · ⏱️ ~12 min read TL;DR: Click a single link and attackers steal your full GitHub OAuth token from github.dev — with read/write access to all your repositories, including private ones. This is a multi-stage exploit chain targeting VSCode’s Webview security model, keyboard event hijacking, and ex... Read More

Background OpenAI is taking the enterprise market seriously. On June 2, 2026, the AI lab released a suite of new features for Codex, aiming to expand this AI coding tool’s presence in workplace scenarios beyond software development. Along with the new tools, OpenAI published an internal report on Codex’s usage in knowledge work, revealing its a... Read More

I have been using Cursor and Claude Code for quite some time now. My current daily workflow looks like this: Cursor accounts for approximately 60% of my work, while Claude Code takes up about 40%… After months of practical experience with both tools, I have developed some nuanced observations about their respective strengths and weaknesses. In ... Read More