Topic pillars
Five long-running series, each collecting every article I've written on a single topic. If you're new here, picking a pillar is faster than scrolling the full blog.
AI Agents
49 articles
In-depth coverage of agent architecture, control flow, frameworks, failure modes, and what it takes to ship agents to production. Written from real systems, not demos.
LLM Hardware & Local AI
57 articles
Everything about running LLMs locally: Apple Silicon, NVIDIA, AMD ROCm, GPU buying guides, RAM math, and benchmarks that go beyond marketing numbers.
AI in Production
37 articles
What changes when AI features hit real users: cost surprises, latency budgets, eval frameworks, and the operational reality of LLM-backed systems.
AI Security & Safety
10 articles
Security implications of LLMs, agents, and AI-native software — from prompt injection to autonomous weapon systems and corporate threat models.
Dev Tools & AI Workflow
77 articles
Hands-on reviews and patterns for AI coding tools, Claude Code, Aider, vibe coding, code-review automation, and the changing shape of the developer workflow.