#orchestration

Nine Lines of Verification That Beat a Six-Agent AI Swarm

“It tried to stop 52 times. It was refused 51. That is the whole mechanism.”

1,200 Lines of Multi-Agent Orchestration, Beaten by One Local LLM Agent

“The orchestration didn't lose because multi-agent is a bad idea. It lost because it was insurance against a blindness that no longer existed.”

The Agent Framework Bake-Off: LangGraph vs Pydantic AI vs Hand-Rolled, and the 32 Lines That Mattered

“The gain didn't come from primitives. It came from 32 lines being harder to get wrong.”

Ten AI Agent Frameworks on Paper: LangGraph, DSPy, CrewAI and Seven More, Scored Against a Local LLM

“Every framework surveyed leaves the orchestration logic as code you write either way.”

Sixteen Requirements for an Agentic Coding Swarm, All of Them Scar Tissue

“Last-writer-wins is invisible to any score-based gate. The work vanishes and the number goes up.”

Docker Swarm Mode: Built-In Orchestration

“What’s new in Docker 1.12 Multi-Host and Multi-Container Orchestration built-in Docker Service and Node added to Docker Engine Security is built into Swarm by default New File format – …”

Docker: Scheduling and Orchestration

“The Docker Ecosystem: Scheduling and Orchestration Introduction The Docker tool provides all of the functions necessary to build, upload, download, start, and stop containers. It is well-suited…”