Every case study, system breakdown, and field note, newest first and filterable by topic. No theory, no demos. Only systems that run in production and what it took to get them there.
This is the complete archive: all 347 posts across 40 topics, newest first, filterable by category. It holds the case studies, the model and tool comparisons, and the field notes from systems I built and run. For the curated view, where the writing sits alongside the free Claude Code skills, start at the Library instead.
The archive leans in four directions: AI Search Visibility (73), AI Agent Architecture (52), AI Tools (27), and AI Coding Agents (21). Those four account for most of what I publish, because they are where most of the client questions land.
Three places to start. The AI search visibility guide is the hub for the largest cluster and links out to every spoke in it. Grok Imagine vs Midjourney is the image model comparison, rebuilt against live leaderboard data rather than left to go stale. OutreachIQ is the longest running system breakdown here, from first prototype through to a public repo.
A full client case study: brand identity for a Boca Raton social club, website direction through real feedback rounds, a playable American mahjong web game built from the brief, and an autonomous daily Pinterest pipeline at zero running cost.
A full breakdown of the Etsy to Pinterest Pipeline: FastAPI dashboard, Claude Sonnet niche detection, smart image processing, research-backed scheduling, and why generic pin descriptions get throttled by Pinterest.
A full breakdown of the Camille Guillain AI Operating System: architecture, agent roles, memory, and how 70 to 80% of manual work was eliminated without losing the human voice.
Every post here is about a system that actually shipped. Book a free call and let's talk about what could ship for you.
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