---
title: "The Mixed Fleet"
subtitle: "What happens when some of your agents stop living in the cloud"
url: "https://talirezun.com/library/the-mixed-fleet"
markdown: "https://talirezun.com/library/the-mixed-fleet.md"
type: "Essay"
brand: "From Lab to Life"
published: "2026-08-17"
updated: "2026-10-19T09:31:17.178Z"
authors: ["Tali Režun"]
topics: ["AI Sovereignty","Agent Orchestration"]
---

# The Mixed Fleet

*What happens when some of your agents stop living in the cloud*

- URL: https://talirezun.com/library/the-mixed-fleet
- Type: Essay
- Brand: From Lab to Life
- Published: 2026-08-17
- Updated: 2026-10-19
- Author: Tali Režun
- Topics: AI Sovereignty, Agent Orchestration

## Summary

Can a frontier orchestrator on a subscription delegate to local open-weight models?

## Overview

Can a frontier orchestrator on a subscription delegate to local open-weight models? Mostly no, today.
- **Claude Code + Ollama** is substitution, not addition.
- **Claude Desktop** is not on Ollama's integration list.
- **Codex App** is supported from v0.24.0.
- **OpenCode** genuinely routes per agent, but frontier usage then bills at API rates.
Hardware context: Qwen3.8-27B and DeepSeek V4 Flash. The real constraint is context continuity. Orchestration is a management skill.

## Editions

Where to read the full work (the canonical edition first):

- [Medium](https://medium.com/@talirezun/the-mixed-fleet-e35bcb8e2214) (canonical)
- [Substack](https://talirezun.substack.com/p/the-mixed-fleet)

## Related

- [16x Cheaper, Open Weights, and the Model That Doesn't Disappear on Fridays](https://talirezun.com/library/16x-cheaper-open-weights.md)
- [The Fight for Intelligence](https://talirezun.com/library/the-fight-for-intelligence.md)
- [Anthropic Shipped Two Models This Week. I Only Wanted One Back.](https://talirezun.com/library/two-models-i-wanted-one.md)

---

HTML page: https://talirezun.com/library/the-mixed-fleet · The whole Library: https://talirezun.com/library.md