Blog
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34 Agents Later: What It Actually Means to Run a Personal AI System in Production
Nova, my personal AI system, now runs 34 agents across general chat, pipeline execution, ERP work, and language tasks. Here's what that looks like in practice — and why I think of it as infrastructure, not a tool.
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34 Agents Is Easy. Orchestrating Them Isn't.
Nova just moved into its production orchestration phase. The lesson so far: spinning up agents is trivial, but getting them to hand off work cleanly is where the real engineering lives.
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Nova Is in Production. Here's What That Actually Means.
My personal AI system, Nova, has crossed into production orchestration. This is what running 34 agents across real workloads looks like — and why 'production' for a personal AI system is a different problem than I expected.
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What Running 34 AI Agents in Production Actually Looks Like
Nova, my personal AI system, has crossed into production orchestration — 34 agents, real workloads, real failure modes. Here's what that actually means day to day.
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Nova Is in Production: What Running 34 Agents Actually Looks Like
Nova, my personal AI system, has crossed into production orchestration with 34 active agents. Here's what that means in practice — and why I built it this way.
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Nova Is in Production. Here's What That Actually Means.
Nova, my personal AI multi-agent system, is now in production orchestration. This is what that looks like in practice — not the pitch version, the real one.
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34 Agents in Production: What Running a Multi-Agent AI System Actually Looks Like
Nova, my personal AI system, now runs 34 agents in a production orchestration phase. Here's what that actually means — and what it doesn't.
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Nova Is in Production. Here's What That Actually Means.
Nova, my personal AI system, has crossed into production orchestration. This is what that milestone actually looks like — and why 'production' for a personal AI means something different than you might expect.
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What Running 34 AI Agents in Production Actually Looks Like
Nova, my personal AI system, has reached a production orchestration phase with 34 agents spanning chat, pipelines, ERP work, and more. Here's what that actually means — and what it doesn't.
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AI as Leverage, Not Tooling: What Running 34 Agents in Production Actually Means
Nova, my personal AI system, is now in production orchestration across 34 agents. Here's what that shift actually looks like — and why I think most developers are still thinking about AI the wrong way.