Guides.
Complete answers to the questions teams ask us most. Longer than an article, kept up to date, and written to be used as a reference rather than read once.
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Guides
Every guide we have published
Engineering practices
What is AI-assisted engineering? A guide to shipping faster without losing the quality
AI-assisted engineering is the practice of letting models write production code while keeping the controls that decide whether it is safe to ship. This is what the research actually found, why AI-written code fails differently, what to measure, and which gates have to exist before the tools go out.
Chirag14 min read
AI engineering
What is AI evaluation? A guide for teams putting AI into production
AI evaluation is how you find out whether your AI system is right, on your data, before a customer does. This is the whole picture: what an eval is, how it differs from a benchmark, what to measure, how to build your first set, and where it sits in the pipeline.
Chirag20 min read
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