Blog
What we learn building agents, RAG systems and LLM applications that have to work on Monday morning.
· 4 min read
A demo agent needs a prompt and a model. A production agent needs a scope, narrow tools, approval gates, evals, tracing and a budget. Here is the checklist we use before anything goes live.
· 3 min read
If the goal is answering from your own documents, start with retrieval. Fine-tuning changes how a model behaves, not what it knows today. A practical guide to choosing — and combining — the two.
· 3 min read
What to track, how often to check, and how to turn competitor moves into decisions — without drowning in alerts or starting a price war you can't win.