Evals

TL;DR: Modern AI development demands continuous quality validation through automated evaluations in CI/CD pipelines. Maxim AI leads with comprehensive GitHub Actions integration, end-to-end simulation capabilities, and flexible evaluation frameworks spanning experimentation, testing, and production monitoring. Braintrust offers dedicated experiment tracking with cross-language SDKs. Promptfoo provides open-source security-focused evaluation.

TL;DR Choosing the right AI evaluation platform significantly impacts development velocity and agent quality. This analysis compares five leading platforms: Maxim AI, Langfuse, Arize, Galileo, and Braintrust. While most platforms require SDK integration into your codebase, Maxim uniquely offers HTTP API endpoint-based testing, allowing teams to evaluate agents through

TL;DR: No-code agent builders have democratized AI development in 2025, enabling teams to create sophisticated AI agents in hours instead of months. This guide explores the top 5 platforms and shows how to evaluate agents built on these tools using Maxim AI's HTTP endpoint evaluation, ensuring production

Table of Contents 1. TL;DR 2. Introduction 3. Why AI Evaluation Tools Matter in 2025 4. The Top 5 AI Evaluation Tools * Maxim AI * Langsmith * Braintrust * Arize AI * Langfuse 5. Comparison Table 6. Key Selection Criteria 7. Conclusion TL;DR Evaluating AI applications has become critical as organizations deploy