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TL;DR. Python's underscore prefix is documentation, not enforcement. In small codebases that's fine. In codebases shared across teams, the convention
It was 1 a.m. when the product manager dropped a screenshot in the group chat: “A user chatted for 20 minutes, refreshed the page, and lost all their
I run a personal AI platform with eight active agents, dozens of processors, and a fully self-hosted Langfuse instance. I built the observability laye
The AI Engineer Title Has Settled Around the LLM Stack Two years ago, "AI Engineer" was a fuzzy keyword that could mean almost anything: an
Every time I switch filament brands, the same ritual: Google "Bambu Lab PLA Basic temperature", scroll through Reddit threads, find a comment from 202
Mastering Java 21 String Templates: A Comprehensive Tutorial Learn Java 21 string templates with practical examples and expert guidance in
Your Pipeline Is 21.5h Behind: Catching World Sentiment Leads with Pulsebit We just uncovered a fascinating anomaly in our data: a 24h mome
When I released SupportSage two weeks ago, the feedback was clear: "This is great, but I don't use the command line." I don't blame them. There are r
Introduction Modern web applications are no longer just simple static websites. Years ago, many websites were mostly: static pages blogs
GenLayer Studio: 8 Things That Break and How to Fix Them Real code from CryptoOracle, WeatherOracle, SocialOracle, and MultiKeyVault — four
Last week I released SupportSage, a CLI tool that analyzes STL geometry and generates optimized support structures. The response was great, but there
Related: Network Optimization for SPAs and React Apps covers the modern optimization techniques that work with HTTP/2 rather than around HTTP/1.1's li
Japan's official seismic data — from the Japan Meteorological Agency — is the most authoritative catalog of domestic earthquakes. It's also un-callab
I Sniped a Solana Token in 400ms — Here's the Full Tech Stack I recently managed to snipe a Solana token launch in just 400ms. It was a thr
When Cursor released its TypeScript SDK on April 29, 2026, it changed the framing of what a coding assistant is. Before the SDK, Cursor agents lived i
The Fastest Way to Build a Telegram Bot Natively Telegram bots are powerful tools for automating interactions, notifications, and workflows
Part of "The Healthy Developer" As developers, we spend hours optimizing code, refactoring databases, and ensuring 99.9% uptime for our applications
I've been working on RapidForge a self hosted platform that turns scripts into webhooks, pages and scheduled jobs. RapidForge itself ships as a single
MCP Client with LangChain4j: Connecting an Agent to Multiple Services In the previous post, I turned each microservice into an MCP server.
Vectorizing Real-Time Kafka Events for RAG In the previous post, I set up pgvector and Ollama for embedding and vector search. Now I need t