DeepSeek did not release another coding agent.
He designed it so you can take it apart. In deepseek-harness almost everything is a plugin: the model, the tools, the sandbox, the interface and even the loop that decides how it works. You change a piece. You don't have to rebuild the system. Claude today.
I used to run every code review pass on Opus 4.8.
So I tested a real 10-prompt code review workload through gmi_cloud Router in Cost mode to see how often I actually needed the frontier model. Here’s what happened: → 8/10 prompts were routed to DeepSeek V4 Pro and
GMI estimated ~$0.11 in savings on one 3-step Python coding workflow.
I gave GMI Router the same e-commerce codebase and split the work into 3 requests: 👉 Code analysis → Cost Mode → DeepSeek-V4-Flash → ~$0.046 saved 👉 Debugging → Balanced Mode → DeepSeek-V4-Flash →
Ollama brings open models into Claude Desktop
Ollama just turned Claude Desktop into a multi-model app. With version 0.33, developers can flip one toggle and use open models like DeepSeek, Qwen, Kimi or GLM right inside Anthropic's own interface, according to the company. 🔌
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