Practical AI signals
A home for what matters in applied AI.
An opinionated guide to the tools, patterns, and signals shaping how teams build with AI — updated as the landscape shifts.
Regulation & Practice
AI regulation, compliance frameworks, and organizational practices for AI teams.
2 items
Safety & Guardrails
Prompt injection defense, content filtering, red-teaming — shipping AI securely.
2 items
Observability & Evals
Tracing, eval frameworks, quality metrics, and cost monitoring — how to measure and monitor.
5 items
Interfaces & UX
Copilot patterns, streaming UX, multimodal I/O, and AI-native product design.
4 items
Models & Platforms
Foundation models, providers, inference, and fine-tuning — what to build on.
10 items
Agents & Orchestration
Agentic frameworks, workflow engines, multi-agent patterns, and tool use.
12 items
Data & Retrieval
Vector stores, RAG, embeddings, and knowledge graphs — grounding AI in your data.
12 items
Developer Experience
Coding tools, SDKs, prompt tooling, and API gateways that make teams productive.
12 items