Unverified50% confidenceFactExact time
The contributor's complete toolchain runs on a server with 1 vCPU, 2GB of memory, and no GPU, and produced 39 products and 856MB of output on this machine.
1
Sources
50%
Confidence
Long-term
Relevance
10/14/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedIn this solution, each Agent runs on a separate VPS (the author uses Upstash's Box), each allocated its own hardware resources, such as 2 CPUs and 4 GB of memory.79% similarUnverifiedUsing a server with 1 vCPU and 2 GB of memory can complete the task of packaging 39 finished assets with about 856 MB of output, at a hardware cost of a few dollars per month.78% similarUnverifiedThe pipeline ultimately packaged 39 finished products and 856 MB of output, backed by approximately 19,000 lines of parent project code and more than 300 pages of research material, all verified on a machine with 1 core, 2 GB of RAM, and no GPU.70% similarUnverifiedOn an 8 vCPU, 16GB memory (about 4GB free during testing), GPU-less Linux machine, the 1.7-billion-parameter qwen3:1.7b model could not drive the Anatomy Skill to complete a qualified multi-step workflow.69% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1032478API
curl https://kongchang.com/api/v1/knowledge/claims/1032478MCP
get_claim(id=1032478)