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architecture

Architectural decision-making framework. Requirements analysis, trade-off evaluation, ADR documentation. Use when making architecture decisions or analyzing system design.

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Long-form deep dives where this skill is referenced or applied. Skim the article, then come back here to install.

ArticleArchitecting AI Products — First PrinciplesAI systems fail differently from normal software: they're non-deterministic, costly per call, and hard to test. The architecture has to account for all three.
ArticleThe Reference Architecture in ProductionTopology, orchestration, memory, eval, cost, latency and reliability — composed into one blueprint for an AI system that survives real users.
ArticleThe Production RAG Reference ArchitectureEvery piece, assembled: ingestion, hybrid retrieval, re-ranking, grounded generation, guardrails, eval and caching — the blueprint you can ship.
ArticleSingle Agent vs. Multi-Agent — Choosing a TopologyMulti-agent is fashionable and usually premature. Here is how to decide honestly — and why most products should start with one well-equipped agent.

architecture

The 1,441 skills, demystified in one PDF.

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