How Reliable Are LLM Judges? Lessons from DataRobot's Evaluation Framework Relying on automated judges powered by Large Language Models (LLMs) to assess AI output may seem efficient, but it comes with hidden risks. LLM judges can be impressively confident even when they're w... AI benchmarking AI trust LLM evaluation machine learning open-source tools prompt engineering RAG systems
Unlocking Agentic Potential: Best Practices for Building AI Tools from Anthropic Innovative AI agents are transforming workflows, but their effectiveness relies heavily on the quality of tools crafted for them. As systems powered by large language models like Claude and Codex beco... AI agents automation Claude evaluation Model Context Protocol prompt engineering token efficiency tool design
How to Get the Most Out of Gemini 2.5 Flash for Image Generation Unlocking the full potential of Gemini 2.5 Flash goes well beyond simple keyword lists. This advanced AI model thrives on narrative-driven, richly detailed prompts, enabling everything from photoreali... AI editing creative AI design best practices Gemini AI image generation product mockups prompt engineering style transfer
Mastering AI Model Selection in GitHub Copilot: A Developer’s Guide Finding the right AI model for your workflow in GitHub Copilot can be daunting, especially with frequent updates and new releases. But the payoff is worth the effort, careful selection can boost produ... AI models code completion developer workflow GitHub Copilot model selection prompt engineering reasoning models
Scaling Research with Multi-Agent AI: Lessons from Anthropic's System Anthropic’s experience with multi-agent research systems reveals both the transformative power and engineering challenges of orchestrating teams of Claude agents. Their approach offers valuable lesson... AI research Claude evaluation multi-agent systems production engineering prompt engineering system architecture tool design
Transforming Agent Building: What's New in Copilot Studio Microsoft Copilot Studio’s June 2025 updates are setting a new benchmark for AI agent development, making it easier than ever to create, manage, and optimize intelligent solutions. Whether you’re a ma... admin tools AI agents analytics Copilot Studio knowledge management multilingual support Power Platform prompt engineering
JSON Schema Support Is Transforming GitHub Models for AI Developers Building with AI often means wrestling with unpredictable outputs. Now, GitHub Models introduces JSON schema support , giving developers a way to define and enforce output formats right in the prompt ... AI evaluation AI tooling code automation developer tools GitHub Models JSON schema prompt engineering