EngineersGovernance & Compliance
Instrumenting cost and quality in AI production
How to measure tokens and cost per unit of work, attribute spend by team, monitor quality, and back your ROI calculation with real data.
4 min read
Tag
#LLM
3 publications with this tag.
EngineersAI & Agents
Serving LLMs on-premise: GPU, quantization, and throughput
A technical guide to sizing GPU and memory, applying quantization, continuous batching, and KV cache when serving language models inside the company.
5 min read
EngineersAI & Agents
Prompts as code: versioning, testing, and evaluation
Prompts and system instructions treated with the same discipline as code: repository, PR review, automated tests, canary rollout, and rollback.
4 min read
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