Build logs and implementation playbooks.
No hype posts, no SEO fodder. Every post has a concrete artifact - a system, a diagram, a stack, a benchmark. 2-4 times a month.
Data cleanup as AI readiness work: why data beats models
The unglamorous step that decides whether your AI project ships. A practical cleaning checklist for SMBs.
The stack we ship for SMB AI projects (and what we avoid)
Named tools, honest reasons, and the stuff we don't reach for.
Why we charge by scope, not by hour, for AI projects
Fixed-price projects force the scope conversation up front - which is where AI projects actually fail.
How we shipped aiso-hub on Astro, Sanity, Cloudflare
The stack, the timeline, the trade-offs, and the one decision we'd make differently.
Multi-agent orchestrator on MongoDB Change Streams
Next.js + MongoDB replica set + Change Streams + Server-Sent Events - how we dispatch 17 agent types in real time without a queue system.
Agentic systems: human-in-the-loop done right
A practical pattern for SMBs shipping LLM workflows without accepting 3-15% silent error rates.
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