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Building Rule-Validator: Why I Built a Java Annotation-Based Rule Engine After 3 Years of Fighting Business Rules Let me tell you a story.
Most TypeScript projects treat environment variables like second-class citizens. They're string | undefined everywhere, asserted with ! and parsed wit
AI harnesses are the new vendor lock-in. To swap across harnesses easily without rewriting your app, LiteLLM launched the Lite-Harness SDK. Run your
Most reliability tooling answers one question: "did it work?" Almost nobody asks the more expensive one: "what did it cost me to work?" Here's th
Vibe-Memory Part 4: Three Months Building an AI Semantic Memory — What I Learned Building This Side Project From Scratch Honestly, I can't
At 1:30 AM, the user group chat exploded: all the saved quick commands inside the extension had suddenly vanished, completely breaking the workflows o
Vibe-Memory Part 3: How I Optimized pgvector for AI Semantic Memory (10x Faster Queries With 5 Simple Tricks) Honestly, after two articles
When I first read about this topic, every article used words like "polymorphism," "vtable," and "compile-time resolution" in the very first line. I
Introduction: The Inbound Web3 Pitch A few days ago, I received an inbound request for a strategic technical partnership/engineering role.
GitHub's REST API is powerful but has aggressive rate limits: 60 requests per hour without a token, 5,000 with one. If you're doing any serious data e
Managing a modern tech job search is an operational mess. Most workflows require browser extensions to scrape details, standalone Kanban sites to tr
WordPress search works well when your content lives inside posts and pages. But if important information is inside PDF files, WordPress often misses
When people first use Spring Batch, they usually start with a simple single-threaded job. That works for small datasets, but once data volume grows, t
After spending a lot of time building full-stack and backend-heavy projects, I wanted to work on something that was unapologetically frontend-focused,
Vibe-Memory Part 2: Which Embedding Model Should You Actually Use for AI Semantic Memory? My 3-Week Benchmark Results Honestly, I thought b
Vibe-Memory Part 2: Comparing Embedding Models — I Tested 7 Models So You Don't Have To Honestly, after building Vibe-Memory and getting th
Vibe-Memory: AI Semantic Memory That Fixes ChatGPT's Amnesia Honestly, I've been burned by AI memory enough times to know something's broke
A marketplace is a multi-tenant system that happens to sell things. That sentence is the whole implementation problem in one line. The seller dashboar
You've read the think-pieces. You've seen the Reddit wars. Here's the actual breakdown. Every few months, someone posts "Is PHP dead?" on a dev forum