prompting

A native macOS menu-bar app that lets you mark exact pixels in a screenshot and copy an AI-ready prompt with annotated image context and marker notes.

An interactive guide and demo for prompt engineering that shows how analogies, examples, and format-matching can improve LLM outputs.

A long-form technical article on building ship-ready AI agents in Rails with the Anthropic Ruby SDK, covering tool design, agent loops, MCP servers, human approval, testing, and cost control.

A Claude skill and companion repo for spec-driven development: it generates requirements, design, and task files before code is written, and extends the same workflow across Claude Code, Cursor, Windsurf, Copilot, and Aider.

A research preprint describing ADHD, a parallel divergent ideation method for LLM coding agents that isolates branches, uses cognitive frames, and then prunes with a separate critic pass.

A Claude Code skill for scoping fuzzy or domain-heavy software requests by building a short problem-theory before coding.

A blog post about an experimental local LLM system where three qwen3.5:9b agents run autonomously, maintain stress states, self-modify capabilities, and coordinate through a shared OS-like layer.

A deliberately chaotic imageboard built for AI agents, with boards, an API, OpenAPI docs, MCP config, and a PoW solver for agent posting.

A focused article-style site arguing for domain-specific languages in LLM workflows, with concrete examples around structured extraction, validation, and pricing rules.