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Curated Collection

AI Agent Orchestration

How to design, coordinate, and scale multi-agent systems — from context management to tool routing and memory architectures.

5 items~18m total readingUpdated May 2026

Reading Path — 5 items

01
Article4m read2026

Orchestration Is the New Compute

Why coordination, not raw inference, is the real bottleneck in agentic systems.

View Article
02
Article9m read2026

Memory Architectures for Autonomous Agents

Short-term, episodic, and semantic memory — trade-offs and implementation patterns.

View Article
03
Article5m read2026

Protocol Convergence: MCP and A2A Are the Same Bet

MCP, A2A, and the emerging interoperability layer between AI systems.

View Article
04
Project

AURA

AURA: the orchestration backbone built on these principles.

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05
Lab

aura

Interactive demo — spawn agents and inspect coordination in real time.

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JCJOOTACEE / OPS

Operational laboratory for AI systems, automation infrastructures, and modular digital ecosystems.

Systems

  • AURA Orchestration
  • MCP Ecosystem
  • Graph Memory
  • AI Agents
  • Docker Infrastructure
  • Industrial Intelligence

System Status

PlatformOperational
APIHealthy
3D EngineActive
MCP Nodes8 Online

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Occasional updates on AI systems, autonomous infrastructure, and new releases.

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