Engineering
5 articles
Notes on building with AI, systems thinking, and whatever else is interesting.
One-sentence description of what this research covers and why it matters.
Opinionated snapshot of how LLMs interact with browsers: MCP servers, automation frameworks, vision-based approaches, and what actually works in production.
Catching yourself optimizing systems that already work.
Cross-domain research on character and person representation for LLMs, synthesized from screenwriting, psychology, roleplay communities, and production use.
Opinionated snapshot of agent harnesses, orchestrators, and multi-agent patterns as of March 2026.
Adjusting embeddings like Photoshop levels for semantic filtering.
Proportional budget allocation for knowledge extraction systems.
Production systems that auto-detect, diagnose, fix, and deploy.
DB-backed hierarchy vs file-based workspace memory systems.
Auto-generated update covering protests and government response.