AI, Visually
Complex AI ideas, explained in pictures.
Visual explainers for people who ship — written by a PM who builds with this stuff daily, not a researcher and not a hype account.
Latest
AgentsHow AI agents actually work
Model, tools, memory, loop — the four pieces behind every agent, drawn simply. Plus the one question that tells you whether you need one at all.
~6 min read →The map
Five areas I plan to explain as simply as possible.
Foundations
LLMsTokensContextEmbeddingsRAG
Agents
AgentsToolsMemoryPlanningMCPMulti-agent systems
Building
EvaluationGuardrailsLatencyCostObservabilityHuman-in-loop
Product
AI UXAI product metricsWhen AI failsBuild vs APIMoatsPricing AI
Leadership
AI strategyTeam designAI transformationBuy vs buildAI roadmap