How to Build Beautiful Frontends With AI Coding Agents
AI can generate polished interfaces, but beautiful frontends come from taste systems, product truth, responsive constraints, component states, and visual QA.
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AI Engineering notes
Architecture notes for teams turning AI prototypes into systems with state, permissions, data contracts, and recovery paths.
AI Engineering
Codex Sites Turns Prompts Into Shared Internal Apps
Codex Sites lets teams create, save, deploy, and share hosted websites, apps, dashboards, and lightweight internal tools from Codex.
AI Engineering essays
Read the full set, ordered by recency. Each note is written to give a practical decision aid, not a recap.
AI Agent Workflows: How to Build Agents That Don't Break in Production
A practical framework for production AI agent workflows: state, actions, verification, escalation, and recovery. Includes examples, source links, and a build checklist.
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AI Dashboard Software Is Being Eaten by Agents
AI dashboard tools are being compressed by coding agents and general AI assistants. The durable value is trusted metrics, governed data, provenance, and decision workflows.
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RAG Is Infrastructure Now: Why Retrieval Belongs Outside the Chatbot
RAG is a retrieval-and-generation pattern, not a data visualization method. The next useful architecture is shared retrieval infrastructure for agents, search, and internal AI workflows.
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