Coding Agents

MatthiasMRC's Forge turns Claude Code into a three-gate production system, where tests, AI review, and vision alignment all have to agree before a PR ships.

It reads a template, infers design intent, detaches the right components, and fills charts and tables without turning Figma into a hand-built plugin project.

How a Claude Code plugin uses operating system process isolation and late-stage adversarial agents to stop LLMs from hallucinating in echo chambers.

How a security-first manifest and a curated standard library are turning AI coding agents from chaotic generators into disciplined, sandboxed engineers.

How a repository of Markdown files and PowerShell scripts turns a factory-fresh Android phone into a rootless Linux server by teaching an AI to exploit a debug flag.

How an AI agent uses minimal proxy clones to deploy sovereign infrastructure directly from a social media feed.

How a standardized Markdown package turns headless AI models into OS-level operators.

How a minimalist Python protocol server uses modern tooling to inject culturally specific, astronomically derived scheduling into Claude and Cursor.

How a minimalist Node.js server uses the Model Context Protocol to let Anthropic's Claude outsource reasoning and image generation to xAI's Grok.

How a minimalist 50-line Aptos smart contract perfectly illustrates the fundamental difference between Ethereum's central ledgers and Move's resource-oriented paradigm.

Moving beyond the IDE plugin to a fully-isolated, tool-rich Docker environment for autonomous development.

How a decade-old Maven project reveals the 'Enterprise' roots of modern functional programming.

How high-seniority engineers are abandoning prose to define their professional identity through the strict abstractions of the JVM.

How an open-source Go binary is breaking the model-lock on autonomous coding agents.

By syncing eye-tracking with LLM function calling, this experimental IDE replaces the mouse and keyboard with intent and focus.

How a 90-line core loop uses skill crystallization to turn messy autonomous exploration into a permanent, high-precision library of system tools.

How "Skill-as-a-Service" architecture is turning AI coding agents into autonomous business operations hubs.

How a contract-driven development environment treats AI not as a creative partner, but as a strictly governed deterministic engine.