VoxPopuli on e-INFRA CZ Blog

Claude Code on Czech Academic AI Infrastructure 2

Tue, 14 Jul 2026 00:00:00 +0000

Claude Code on Czech academic AI Infrastructure 2

A local rewrite proxy routes Claude Code to the free CERIT LLM gateway. Adds MCP delegation for codebase exploration, working WebSearch, and confirmed setup on both Windows and Linux servers. Zero API cost for MetaCentrum / MUNI members.

Claude Code on Czech academic AI infrastructure

Fri, 19 Jun 2026 08:00:00 +0000

Claude Code on Czech academic AI infrastructure: a 600-run headless benchmark

CERIT-SC, part of the Czech national e-INFRA CZ research infrastructure, runs an LLM gateway at llm.ai.e-infra.cz that speaks the Anthropic API protocol and is accessible to Czech academic users with no per-token billing. Redirecting Claude Code to it takes one environment variable. I wanted to know whether the open-weight models available there are actually competitive — so I ran 600+ headless agentic benchmark runs across 10 real development tasks in April 2026 and compared the results against native Claude.

S3 Object Storage for MetaCentrum Workflows

Mon, 26 May 2025 10:00:32 +0000

Storing and Handling Big Data in S3 Object Storage for MetaCentrum Workflows

💡 Note This blog post is brought to you directly by our users as part of our ongoing effort to share knowledge and real-world experience across the community. The content you’re about to read is the result of a project supported through the FR CESNET (Development Fund). Final report (in Czech) is available at http://hdl.handle.net/11025/61737

Training Neural Networks using MetaCentrum

Mon, 26 May 2025 08:00:32 +0000

Training Neural Networks using MetaCentrum with Integrated Monitoring via Weights & Biases

💡 Note This blog post is brought to you directly by our users as part of our ongoing effort to share knowledge and real-world experience across the community. The content you’re about to read is the result of a project supported through the FR CESNET (Development Fund). Final report (in Czech) is available at http://hdl.handle.net/11025/61737.