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I gotta say, how I Cut My AI Costs by 60% Using Global API's DeepSeek Models Three weeks ago I was sitting in my apartment with a cold cup of coffee,
Recap from part 1: We traced a connection from the 24-byte preface through SETTINGS exchange, the 9-byte frame header, the seven-loop guard tower, an
RFC 9113 is 80 pages. What does it take to turn those 80 pages into working code? BlackBull is a pure-Python ASGI web framework whose HTTP/2 stack i
When I moved Codex work between computers, I expected the migration process to be simple: copy the old .codex directory to the new machine and reopen
The Playwright Playbook — Part 8: Playwright Meets AI — Agents, MCP & Self-Healing Tests "AI doesn't replace QA engineers. It gives them s
Building a Real-Time Task Manager with Next.js and Firebase - Lessons from the Trenches I recently built a task management app to learn Fir
Why standard file operations are a liability in production In high-availability systems, file I/O is the "hidden killer." If a server process updates
A few weeks ago I gave an AI agent access to my machine through MCP. It read files, opened PRs, queried a database. It was great — until I looked at w
You update WordPress on a quiet afternoon — a routine release, the kind you've installed a hundred times. The dashboard says everything went fine. The
If you build software that serves Turkish users, three acronyms will eventually land on your desk: KVKK, İYS, and BİK. They are not optional "nice to
Hey everyone, If you’ve been building or deploying automated AI agents recently (using frameworks like CrewAI, Autogen, LangChain, or custom backgrou
How I Cut Our Security Stack Costs 60% — A CTO Field Guide for 2026 Six months ago I walked into a budget review and almost choked on my coffee. Our
I recently set out to build a tool that solves the problem of manual financial tracking—without the bloat of traditional apps. My result is Safi-Budge
Most dashboards are built the same way: the user lands on the page, data loads, and then... it sits there. Stale. Until the user hits refresh or you s
In Part 2, LoRA let me fine-tune a 1.5B model by freezing it and training tiny adapters. But the frozen base still sat in memory in 16-bit (~3GB). Now
In Part 1 I fully fine-tuned a 270M model — updating every weight. That's fine for a tiny model. It gets painful as models grow, because full fine-tun
TL;DR — I spent 6 months building Tamga, an open-source reverse proxy that sits between your application and LLM providers (OpenAI, Anthropic, Azur
OrderHub Day 1 stored orders in a HashMap — restart the server and they're gone. Day 2 fixes that: real persistence with JPA + PostgreSQL, and thanks
Lots of lines can separate two classes of points. SVM asks a sharper question: which line leaves the widest gap? That "widest street" idea makes it on
I have been working on dep, a tiny dependency installer for Node.js. It is not meant to replace npm, pnpm, or Yarn. Those tools are mature, powerfu