From Lab to Life18 Jun 2026
16x Cheaper, Open Weights, and the Model That Doesn't Disappear on Fridays
Compares Kimi K2.7 and Claude Fable 5 using real production data (24 landing pages, 12 prompts).
From Lab to Life · Essay
The Mixed Fleet
What happens when some of your agents stop living in the cloud
- Published
- 17 August 2026
- Author
- Tali Režun
- Topics
- Agent Orchestration · AI Sovereignty
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.