llm-trading

Prompt Engineering for Market Analysis: Lessons from Running Agents in Production

Getting reliable market analysis out of an LLM is mostly prompt discipline: feed data as narrative rather than raw tables, enforce a strict response format, give each role a sharp mandate, and treat every prompt edit as a strategy change worth versioning.

2026-07-15

The Cheapest Council That Works: Cost-per-Signal Across Model Providers

Model cost varies wildly, and not every council seat needs the flagship. The smart build puts cheap, capable models on the summarizing tiers and spends on the seat that makes the final call — cutting cost-per-signal without gutting quality.

2026-07-11