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# llmops

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Building an Eval Stack for a LangGraph Agent: From LangFuse to AWS AgentCore

Building an Eval Stack for a LangGraph Agent: From LangFuse to AWS AgentCore

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11 min read
Observability for Non-Deterministic Systems: A Framework for AI Agent Reliability

Observability for Non-Deterministic Systems: A Framework for AI Agent Reliability

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3 min read
Your First LLMOps Pipeline: From Prompt to Production in One Sprint

Your First LLMOps Pipeline: From Prompt to Production in One Sprint

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3 min read
Your LLM Is Lying to You Silently: 4 Statistical Signals That Catch Drift Before Users Do

Your LLM Is Lying to You Silently: 4 Statistical Signals That Catch Drift Before Users Do

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6 min read
How I Turned Protocol v2 From a Document Into Working Code

How I Turned Protocol v2 From a Document Into Working Code

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10 min read
Munich AI Meetup, 25 March

Munich AI Meetup, 25 March

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2 min read
Autonomous Systems Don't Fail. They Drift Until They Break.

Autonomous Systems Don't Fail. They Drift Until They Break.

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2 min read
AI Tech Debt: The 3 Types Silently Killing Your LLM App in Production [2026 Framework]

AI Tech Debt: The 3 Types Silently Killing Your LLM App in Production [2026 Framework]

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7 min read
The Rise of Agentic AI: Architectural Readiness for the 2027 Enterprise Pivot

The Rise of Agentic AI: Architectural Readiness for the 2027 Enterprise Pivot

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8 min read
TraceMind v2 — I added hallucination detection and A/B testing to my open-source LLM eval platform

Separate claim extraction and verification

TraceMind v2 — I added hallucination detection and A/B testing to my open-source LLM eval platform

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2 min read
My AI Agent Told Me the Benchmark Was Complete. It Had Never Made a Single API Call

My AI Agent Told Me the Benchmark Was Complete. It Had Never Made a Single API Call

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11 min read
Architectural Foundations of MLOps, AIOps, and LLMOps

Architectural Foundations of MLOps, AIOps, and LLMOps

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3 min read
65% of Enterprises Will Deploy Agentic AI by 2027: A Deep Technical Analysis of Readiness

65% of Enterprises Will Deploy Agentic AI by 2027: A Deep Technical Analysis of Readiness

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7 min read
LLMOps vs MLOps: What’s Different, What’s the Same, and How to Run Both in Production

LLMOps vs MLOps: What’s Different, What’s the Same, and How to Run Both in Production

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7 min read
The AI Ops Roadmap: Building Your Technical Foundation Before MLOps, AIOps, and LLMOps

The AI Ops Roadmap: Building Your Technical Foundation Before MLOps, AIOps, and LLMOps

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4 min read
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