TLDR AI · DEEP DIVES & ANALYSIS

RESEARCH-DRIVEN AGENTS: WHAT HAPPENS WHEN YOUR AGENT READS BEFORE IT CODES

blog.skypilot.co16 min read

Summary from the TLDR AI newsletter

Coding agents generate better optimizations when they read papers and study competing projects before touching code. Coding agents working from code alone generate shallow hypotheses. Adding a research phase improves results.