Orchestration

A topic hub collecting every article tagged Orchestration. Use it to explore related posts and follow this theme across the site.

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AI Agents AI Architecture LLM Claude Code AI Engineering

AI System Design Architecture AI Agents RAG Orchestration LLM

What Is an AI-Native App? A Working Definition, Architecture, and Practical Test

AI-native apps are not ChatGPT wrappers. They are systems where model inference, retrieval, memory, orchestration, tools, and evaluation are core infrastructure. Here is a working definition, the reference architecture, and a test you can apply to your own product.

Sep 12, 2026 21 min read

AI Agents Subagents RAG LLM Orchestration Production AI Engineering

How to Run 300+ Subagent Jobs: Is It Really Possible, and Are LLM/RAG Apps Ready?

A practical feasibility guide for engineers and PMs on processing hundreds of subagent-style jobs, where the real limits are, and what RAG quality, evals, queues, and budget controls must exist before this is production-safe.

Jun 26, 2026 21 min read

AI Agents Loop Engineering Subagents Orchestration Auto PR Developer Productivity

Building a Senior-Engineer Agent: Orchestrating Subagents, Loop Engineering, and Auto-PRs

A practical research-backed guide to building a senior-engineer agent that plans work, writes structured subagent prompts, orchestrates execution, and opens pull requests, plus an honest map of the gaps, assumptions, and confidence needed for trustworthy auto-PRs.

Jun 17, 2026 15 min read

Claude Code MCP AI Agents Cursor Skills Orchestration Developer Tools

The Evolution of AI Agent Orchestration: System Prompts, Skills, MCP, and Plugins

How AI-assisted engineering workflows mature from a simple system prompt into skills, MCP tools, and full plugins — with real engineering examples at every stage.

Mar 19, 2026 19 min read

Luis Mori Guerra

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