I just won an Honorable Mention at the **GitLab Duo Agent Platform Hackathon 2026** — a global...
How I Built Carbon Tracker — An AI Agent That Calculates CO2 Emissions from CI/CD Pipelines (Won GitLab AI Hackathon)
I just won an Honorable Mention at the **GitLab Duo Agent Platform Hackathon 2026** — a global...
The setup The starting line was 43 tokens per second decode on vanilla llama.cpp. The...
Most LLM benchmarks measure raw intelligence. Real deployment decisions also depend on latency,...
Inference arbitrage means routing each AI task to the cheapest model that can handle it at acceptable...