How I Built a Log Analysis Tool to Detect Network Anomalies
When I started this project, I wanted to build something that actually does something, not another todo app or weather widget. I'm a third-year CS stu…
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Build an AI Changelog Generator in Python
Writing changelogs is one of those developer tasks that sounds simple until you are staring at a messy commit history. Some commits matter to users. S…
Build a CDR Usage Analytics Dashboard in Python
Raw Call Detail Records are useful, but they are not exactly fun to read. If you are building with voice, messaging, or any communications workflow, C…
Build a Simple RAG App with Telnyx AI Inference
RAG is one of those patterns that sounds more complicated than it has to be. At its core, retrieval-augmented generation is just: Store some documents…
Django vs. Flask: Choosing the Right Python Framework for Your Business
The real question isn't which framework is better. It's which one you can stop thinking about six months into the project. Key Takeaways Project Suita…
Same PRD, four stacks, zero LLM calls — and EU AI Act Annex IV from the same spec
Last month I published spec-driven development across NestJS, Go, Spring Boot, Laravel, and Rust . This follow-up narrows to the four stable web stack…
From the Strait of Hormuz to Singapore: Building a Real-Time Ship Tracking Analyser with Flask and AISStream
A practical story about building a live vessel-tracking dashboard, hitting real-world data limitations, and turning a failed first location into a bet…
Building a Blog Platform with Docker #5: Add a Dockerfile + Deploy to Clouderized
🐳 Building a Blog Platform with Docker #5: Add a Dockerfile + Deploy to Clouderized Quick one-liner: Write a Dockerfile, build an image, and deploy to…
What "Built It Solo" Actually Means When You Work With AI
PlantCareAI is a weather and context-aware AI plant advisor that gives personalized care guidance based on each plant's history and live local weather…
I Built a Free Open-Source Blog Platform with Flask and TiDB
The Problem I wanted a blog platform that was: Free to host (no monthly bills) Lightweight (not a 500MB WordPress install) Open source (full control o…