Your First LLMOps Pipeline: From Prompt to Production in One Sprint
AI applications don’t behave like traditional systems. They don’t fail cleanly. They don’t produce identical outputs for identical inputs. And they do…
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TraceMind v2 — I added hallucination detection and A/B testing to my open-source LLM eval platform
What changed since v1 When I posted the first version of TraceMind, I got one clear piece of feedback: "this is useful but I need to know if my AI is …
Mastering AI Agent Orchestration: From Chains to Agentic Workflows
Beyond the Prompt: Navigating the Era of AI Agent Orchestration The first wave of GenAI was defined by the "Chat" interface. We marveled at LLMs that …
Mastering AI Agent Orchestration: From Chains to Multi-Agent Systems
Beyond Shifting Prompts: The Rise of AI Agent Orchestration Frameworks The initial wave of Generative AI integration was dominated by the "Chatbot" pa…
Building an Eval Stack for a LangGraph Agent: From LangFuse to AWS AgentCore
How a two-week evaluation design sprint almost ended with us switching tools entirely — and what we learned from not doing that. There’s a particular …