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Field notes on
Enterprise AI that gets the real work done

Explore practical insights, build notes, and develop frameworks for bringing persona-driven AI into enterprise teams securely and effectively.

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Inside the eval suite: 500 tests every persona ships through Security
May 14, 2026 8 min

Inside the eval suite: 500 tests every persona ships through

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Deploying FastAPI on Kubernetes with GitHub Actions and Argo CD Engineering
Nov 3, 2025 10 min read

Deploying FastAPI on Kubernetes with GitHub Actions and Argo CD

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Observing the Agent Security
Jul 7, 2025 8 min read

Observing the Agent

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Make your RAG better: A Simple Yet Powerful AI Agentic Framework Engineering
May 23, 2025 4 min read

Make your RAG better: A Simple Yet Powerful AI Agentic Framework

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NLP to SQL architecture for your Production Ready. Learning
May 17, 2025 21 min read

NLP to SQL architecture for your Production Ready.

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Beyond the Hype: What We Learned Testing Browser Agents Utilization
Mar 30, 2025 3 min read

Beyond the Hype: What We Learned Testing Browser Agents

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Model Context Protocol with LangChain Engineering
Mar 18, 2025 10 min read

Model Context Protocol with LangChain

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Information Abstraction From Documents With Mistral OCR Utilization
Mar 10, 2025 6 min read

Information Abstraction From Documents With Mistral OCR

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Deep Learning Series: 01 Learning
Mar 1, 2025 7 min read

Deep Learning Series: 01

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