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Field notes on applied AI
Playbooks, teardowns and lessons from shipping agents in production.
Featured
Agents vs. automations: when do you actually need an AI agent?
A practical framework for deciding between deterministic workflows, AI-assisted automations and autonomous agents, with real examples.
Mar 12, 2026 · 8 min read
EngineeringFeb 27, 2026 · 11 min read
The RAG evaluation checklist we run before every launch
BusinessFeb 10, 2026 · 6 min read
A simple ROI model for AI projects your CFO will accept
DesignJan 28, 2026 · 7 min read
Designing human-in-the-loop approvals that people use
EngineeringJan 14, 2026 · 9 min read
n8n, Make or custom code? Choosing your automation stack
PlaybookDec 30, 2025 · 12 min read