Notes & Insights

Deep dives into machine learning, LLM deployment, agentic AI, and production systems.

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Claude Code + Remotion: How I Build Videos Without Opening a Video Editor
AI Automation
FEATURED

Claude Code + Remotion: How I Build Videos Without Opening a Video Editor

A practical walkthrough of using Claude Code and Remotion to create programmatic videos — from project setup to rendering. No timeline dragging, no keyframes, just code and conversation.

March 29, 2026
8 min read
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Latest Articles

NVIDIA NemoClaw and OpenShell: The Future of Autonomous AI Agents
Agentic AI
4210
287

NVIDIA NemoClaw and OpenShell: The Future of Autonomous AI Agents

A deep-dive into NVIDIA's open-source NemoClaw stack and OpenShell runtime announced at GTC 2026 — how infrastructure-level safety, sandboxed execution, and privacy routing are reshaping how we build and deploy autonomous AI agents.

March 19, 2026
14 min read
Building Agentic AI Systems for Enterprise: A Production Guide
AI Engineering
3412
214

Building Agentic AI Systems for Enterprise: A Production Guide

A hands-on guide to building multi-agent AI systems for enterprise, covering LangGraph orchestration, tool design, sandboxed code execution, and LLM-as-Judge evaluation from real production experience.

February 10, 2026
14 min read
Deploying LLMs On-Prem: A Practical Guide to vLLM, llama.cpp, and KV Cache Optimization
Machine Learning
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287

Deploying LLMs On-Prem: A Practical Guide to vLLM, llama.cpp, and KV Cache Optimization

A hands-on engineering guide to deploying large language models on-premise using vLLM and llama.cpp, with real-world insights on KV cache optimization, quantization strategies, and throughput tuning from production deployments.

January 15, 2026
15 min read