AI article
Two LLMs, One Key Pool, Zero Improvisation
Community description: Splitting the Job in Two Klyro's diagnostic core runs on exactly two LLM calls per run,...
Dev.to | Sep 20, 2026 | Anurup R Krishnan
Automated excerpt
Klyro's diagnostic core runs on exactly two LLM calls per run, not one, and the split isn't cosmetic. Two agents, two prompts, two different jobs, because asking a single call to both spot a performance regression and safely edit source code tends to blur the line between noticing a problem and being trusted to touch a codebase. The Analyst runs on each provider's smaller, faster model since diagnosis is closer to pattern matching; the Investigator runs on the larger one, because proposing an actual patch deserves the model with more room to reason.
Selected automatically from source text; not independently written or fact-checked. Read the original for full context.