Guides

AI products have moved from prototypes to mission-critical systems. Customer support agents, claims triage assistants, research copilots, and sales outreach bots now drive real revenue and carry real risk. In 2025, the bar is higher than ever: teams must ship faster, measure quality continuously, and prove reliability under real-world conditions.

Launching an LLM feature is easy. Scaling one so it never blows your SLO, budget, or brand? That takes a plan. The smartest shortcut is to lean on battle-tested open-source frameworks for agent logic, then bolt everything to Maxim for simulation, evaluation, and observability. This guide shows how six popular

Large language models are past the wow phase. In 2025 the north star is business value: fewer support tickets, faster document processing, happier customers, and a lower cloud bill. This guide is a ground-up playbook for turning LLM prototypes into revenue-grade products. Whenever evaluation, simulation, or prompt iteration appears, you

The rapid evolution of AI agents is reshaping digital workflows, from customer support to real-time data analysis. As organizations seek to deploy intelligent agents at scale, no-code agent builders have emerged as a foundational tool, democratizing AI development for technical and non-technical teams alike. However, the ease of creation introduces

AI-powered interview agents are rapidly transforming the recruitment landscape, enabling organizations to conduct scalable, consistent, and insightful candidate assessments. By leveraging real-time voice capabilities and advanced observability, these systems offer a glimpse into the future of automated interviewing. This guide presents a comprehensive walkthrough for building a robust AI Interview

In the rapidly evolving landscape of generative AI, robust observability is fundamental for building, testing, and deploying reliable applications. As AI models become more sophisticated (capable of tool calling, structured outputs, and complex reasoning) teams require advanced instrumentation to monitor and analyze every interaction. Maxim AI provides an end-to-end observability