Monitoring and Evaluation of Production-Grade RAG Pipelines: Complete Guide
Learn how to monitor and evaluate a production-grade RAG pipeline with retrieval metrics, faithfulness, observability, latency, cost, regression testing, and user feedback.
Learn how to monitor and evaluate a production-grade RAG pipeline with retrieval metrics, faithfulness, observability, latency, cost, regression testing, and user feedback.
Google Gemini 3.8 Live and Live Extended Thinking bring real-time voice, visual context, background reasoning and tool use to developers building AI agents.
PrismML’s Bonsai 2 27B compresses Qwen3.8 27B into a 5.9GB ternary model. Explore its architecture, benchmarks, 262K context, vision, tool calling, local setup, hardware support, and real-world trade-offs.
AI coding assistants have transformed software development, but many developers hesitate to use Claude Code because it typically requires an Anthropic subscription or API credits. Fortunately, there’s another way. By connecting Claude Code to OpenRouter, you can route requests through dozens of AI models—including several free models—while keeping the same Claude Code experience. In this … Read more
Top Generative AI Interview Questions and Answers. Generative AI is no longer a research curiosity — it is reshaping every layer of the software industry, from how applications are built to how companies make decisions. As a result, the bar for GenAI roles has risen sharply, and interviewers are now probing far beyond surface-level familiarity … Read more
MiniMax M3 was announced by MiniMax on June 1, 2026. MiniMax describes it as a coding and agentic model with a 1M-token context window and native multimodal capabilities. The model is available through MiniMax’s developer platform and coding products, while self-hosting and third-party access depend on the current distribution and provider configuration. This guide summarizes … Read more
If you’re a Java developer who has been watching the AI wave and wondering “how do I plug my Spring Boot app into an LLM like Claude or ChatGPT?” — Model Context Protocol (MCP) is the answer you’ve been waiting for. In this guide, you’ll build a fully working MCP Server using Spring Boot 3 … Read more
Published May 2, 2026 | Tags: Claude Code, Gemma 4, Google AI, Developer Tools, Open Source Claude Code can be connected to alternative model backends through compatible interfaces. This article demonstrates one such workflow: a FastAPI proxy translates Claude Code requests into calls to Google’s GenAI API, allowing a developer to experiment with Gemma or … Read more
Series: GenAI with Java | Post 2 of 21 If you are a Java developer who wants to start building AI-powered applications using Google Gemini, you are in the right place. In this tutorial, we will set up the Google GenAI Java SDK, connect to the Gemini API, and make our first AI call — … Read more
Note: – 2026-04-15: Qwen OAuth free tier has been discontinued. To continue using Qwen Code, switch to Alibaba Cloud Coding Plan, OpenRouter, Fireworks AI, or bring your own API key. Run qwen auth to configure. As AI-assisted software development rapidly evolves, developers are shifting away from browser-based chatbots and moving toward tools that live directly … Read more