Akshay Deo

Last week was packed with exciting updates at Maxim! Here's a quick rundown of what we shipped: ✨ New Features & Enhancements Markdown Support for Evaluator Instructions: Human evaluators can now use Markdown for clearer, formatted instructions. Revamped cURL Importer: HTTP agents now support POST calls, making API integrations

This week at Maxim, we’ve rolled out some powerful updates focused on dynamic scripting, enhanced LLM flexibility, and deeper error visibility across our SDKs and libraries. Script-Driven Variables in Evaluations Evaluations just got a whole lot smarter! All variables defined via custom scripts are now surfaced directly in workflow

Introduction Unlike deterministic systems, GenAI introduces fundamental unpredictability to production environments. Traditional observability tools fail to capture the semantic drift, hallucination patterns, and prompt-dependent behaviors inherent to large language models. While conventional systems map cleanly from input to output, GenAI requires monitoring the unexplored territory between what we asked for