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Building Dashboards with Grafana MCP and Claude Code
Building Grafana dashboards by hand is tedious. Here's how I use Claude Code and the Grafana MCP to generate them, then provision from GitHub.…
Tracking local YOLO model training in Azure ML Workspace
Learn to track local YOLO training runs in Azure ML Workspace with MLflow, including dataset versioning, model registry, and champion/challenger picks.…
AI made me miserable
Using AI all day left me drained and unfulfilled. Read how it made me miserable and the things I am doing to get out of it.…
AI Sitting Posture Detection with NVIDIA Jetson Orin Nano: Continuous Learning and Improvement (Part 3)
Learn how to implement continuous model improvement for YOLO-based posture detection on the Jetson Orin Nano—from logging predictions to automated retraining.…
Comparing YOLO 11 Retraining Strategies for Continuous Learning
I tested four different YOLO 11 retraining strategies for continuous learning—and the results surprised me. Fine-tuning with frozen backbone layers achieved the best accuracy while using 70% less RAM than full retraining.…
AI Sitting Posture Detection with NVIDIA Jetson Orin Nano: Web UI and Alerting (Part 2)
Deploy your YOLO posture model on Jetson Orin Nano using FastAPI. Build a websocket web UI, alerting system, and MacOS app. Full source code included.…
AI Sitting Posture Detection with NVIDIA Jetson Orin Nano: Model Training and Preparation (Part 1)
Train a custom YOLO model for sitting posture detection on Jetson Orin Nano. Includes data collection, training, TensorRT optimization, and full GitHub code.…
NVIDIA Jetson Orin Nano: Getting Started with YOLO
A beginner's guide to running YOLO on the NVIDIA Jetson Orin Nano. Covers setup challenges, camera streaming in Jupyter, and hands-on examples of object detection, segmentation, classification, and pose estimation.…
NVIDIA Jetson Orin Nano: First Impressions & Initial Setup
First impressions and complete setup guide for the NVIDIA Jetson Orin Nano Developer Kit. Covers hardware assembly, SSD and camera installation, SDK manager troubleshooting, and remote access configuration.…
Exploring collaborative AI Coding Agents
An experiment with manually orchestrating multiple Claude Code agents—Architect, Engineer, and Documenter—to build a chess web app. Covers planning, workflow, prompts, and lessons learned about working with collaborative AI coding agents.…
How to Automate Hevy Workout Tracking with Notion and Azure Functions
Automatically sync Hevy weight lifting workouts to Notion using Azure Functions and webhooks. Includes database design, Notion charts for visualization, and complete code on GitHub.…
How to get free tokens for the OpenAI API
Get daily free tokens for the OpenAI API by enabling data sharing. Learn about eligibility requirements, token limits by model, and the trade-offs you should know before opting in.…