Context engineering is the way
Context engineering is the new term for what we've been working on at Bolt Foundry: systematically optimizing LLM performance through structured samples, graders, and proper information hierarchy.
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Evals from scratch: Building LLM evals with aibff from Markdown and TOML
We built a reliable eval system using Markdown, TOML, and a command-line tool that adapts when you change prompts, demonstrated through creating graders for an AI-powered sports newsletter.
Read more →From inconsistent outputs to perfect reliability in under an hour
How Velvet increased their citation XML output reliability to 100% in under an hour using LLM attention management principles.
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5 things about LLM prompts we think everyone should know
Most teams are building LLM prompts wrong. Here are 5 essential concepts for building reliable LLM applications.
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