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Python was the first language I ever wrote code in. I was a beginner. Ran some scripts. Never built anything meaningful. Then college started and I m
The problem nobody talks about Copy text from an academic PDF. Paste it. Get $%&@#^*~. That's not a bug. It's intentional — called font ob
The problem Autonomous agents lose auth state during long runs. Token rotation, OAuth refreshes, and session timeouts all silently break.
Just as PureScript has expanded into the backend after having long been confined to the frontend (at least in people's minds), it is now spreading to
Code reviews are the part of development everyone agrees is important and nobody has time for. What if you could automate the first pass with an AI mo
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