Visual, step-by-step roadmaps for building modern AI & application systems — in the spirit of the roadmap-style guides developers already love, recreated as clean, self-contained, interactive HTML artifacts.
Frontend → Agent Orchestration → Knowledge / Models / Tools → Data Layer → Observability → Deployment.
View roadmap → RoadmapLoad → Chunk → Embed & Tag → Index → Retrieve → Augment → Generate → Evaluate (and iterate).
View roadmap → RoadmapContext, adapters, or every weight — pick by the gap you're closing: knowledge → RAG, behavior → train.
View roadmap → RoadmapCLAUDE.md → Rules → Skills → Agents → Hooks. Context tells, skills teach, agents delegate, hooks enforce.
View roadmap → RoadmapBasic → Router → Tool Calling → Multi-agent → Autonomous → Loop Engineering. Levels 1–5 are capabilities; level 6 is the craft.
View roadmap → RoadmapThe window is a budget: write, select, compress, isolate — and the four ways context goes bad.
View roadmap → RoadmapDNS → TLS → CDN → Load Balancer → API Gateway → Service → Cache → Database — the interview diagram, drawn properly.
View roadmap → RoadmapGolden dataset → four evaluators → offline baseline → CI/CD gate → guardrails → online evals. Vibes don't scale.
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