This setup could massively slash AI agent costs
Astra thinks, deepseek V4.1 flash executes for a fraction of the price
GLM-5.3-Flash is moving.
I compared 2 HuggingFace snapshots 23.4h apart: +242,635 downloads for GLM-5.3-Flash, +167,196 for MiniMax-H3, +103,821 for DeepSeek-V4.1-Flash. Nobody publishes these deltas.
The plug-in structure of DeepSeek Harness is very suitable for customized Agent development.
Add some necessary independent plug-ins as Agent tools, then add a new Agent mode based on the preset to have new system prompt words, and then add a set of UI to embed it and it will be done.
Collection of intelligence-reducing
Collection of intelligence-reducing: GPT-6 Astra, DeepSeek V4.1 Flash Pelican riding multi-dimensional actual test, the more you look at it, the funnier it gets! GPT-6 Astra / DeepSeek V4.1 Flash / TeleAgent built-in model has the same question: generate an SVG "Pelan riding a bicycle" that can be run offline. The conclusion is even crueler: 🔹GPT-6 is indeed a qualitative change.
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