A curated collection of web articles and research notes, analyzed with AI coding agents for deeper insights. These notes capture URLs of interest along with additional context and analysis. Useful for future brainstorming and as reference material. Browse by topic in the sidebar to explore subject areas.
A personal reference that's public in case others find it useful. UI is intentionally minimal.
Rust-based safety tool that intercepts dangerous shell commands in Claude Code workflows using whitelist-first architecture and SIMD-accelerated pattern matching.
Architectural decisions and operational lessons from two years of building AI agents for financial services, covering infrastructure, data engineering, and domain-specific evaluation.
Analysis of AMD's Ryzen AI Halo platform for local LLM inference, featuring 128 GB unified memory and RDNA 3.5 graphics for running models up to 200B parameters.
Technical analysis of Vercel's agent-browser CLI, an AI-first browser automation tool using accessibility tree snapshots for reliable element interaction.
Collection of ten Three.js skill files providing Claude Code with 3D web development knowledge, covering geometry, materials, lighting, animation, and shaders.
Collection of ten Three.js skill files providing Claude Code with 3D web development knowledge, covering geometry, materials, lighting, animation, and shaders.
Analysis of Google Opal, a no-code AI agent builder integrated into Gemini that transforms natural language descriptions into visual workflow graphs.
Reference guide for discovering, installing, and managing NPX-based AI agent skills using the Agent Skills specification and CLI tooling.
Methodology for AI-assisted development where each engineering unit makes subsequent work easier through systematic learning loops and a four-phase workflow.
Framework for evaluating AI startup viability based on model capability thresholds—when underlying models can perform the core task a market demands.
Biomechanical framework for addressing piriformis syndrome through pelvic outlet mobility rather than direct muscle treatment, based on Postural Restoration methodology.
Pre-sleep relaxation technique using supine side-to-side leg swings for lumbar spine mobility and hip tension release through oscillatory movement.
Overview of three complementary tools for AI-assisted UI development: rams.ai for review, ui-skills for constraints, and Vercel Guidelines for reference.
Steve Yegge's multi-agent orchestration framework for managing 20-30 parallel AI coding agents through structured hierarchies and persistent state management.
Best practices for writing SKILL.md files in Claude Code, based on the meta_skill framework for skill management, indexing, and generation.
Analysis of Vercel's React best practices skill encoding 10+ years of performance optimization knowledge into a format optimized for AI coding agents.
Workflow guide from Claude Code's creator covering parallel session management, error documentation, and verification loops for systematic AI-assisted engineering.
Practitioner's guide to Claude Code covering planning, configuration, context management, and prompt engineering, based on enterprise experience at Amazon and Disney.
Technique for preserving task context across Claude Code compaction events using Plan Mode and To-Do lists for extended autonomous coding sessions.
Five practical AI workflows for product managers covering strategy documents, UI prototyping, initiative management, personal operating systems, and task coordination.
Framework for building applications where AI agents operate as first-class citizens, with patterns from production apps built using the Claude Code SDK.
Compilation of 31 Claude Code features from Anthropic's December 2025 advent series, organized from beginner essentials to advanced patterns.
Analysis of how AI reduces execution costs while human capacity for specification, evaluation, and integration becomes the binding constraint in enterprise AI.
Framework for understanding AI's uneven capability profile through the concepts of jagged frontier, bottlenecks, and reverse salients.
Technical implementation for deploying 3D Gaussian Splats on the web, covering SOG compression format, streaming level-of-detail systems, and performance limits.