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How I Structure a FastAPI Backend with LLM Features (From a Real Project) I Don’t Start With Endpoints Anymore When I used to start backend projects, I’d jump straight into writi
📰 Originally published on SecurityElites — the canonical, fully-updated version of this article. ⚠️ Authorised Testing Only. This article covers offensive vulnerability techniques including Serve
You're a developer. Your Mac says you have 15GB free. You download CleanMyMac, run a scan, and it proudly offers to clean 4.7GB of system caches and browser data. You clean it. The number barely moves
The node_modules That Wouldn't Die TL;DR - An internal app of mine refused to deploy because the build kept importing the wrong version of a Vite plugin. The lockfile said one thing, the
This is a submission for the Google Cloud NEXT Writing Challenge At Google Cloud Next '26, Thomas Kurian stood on a stage in Las Vegas and declared: "The era of the pilot is over. The era of the agen
I've been an enterprise architect for over fifteen years. For several of those years, I was skeptical of AI — machines don't create, they digest and produce a statistically correct response. Then I fo
Look at your team's board right now. How many tickets are in "In Review" that haven't been looked at in three days? How many are in "In QA" even though nobody's tested them? How many jumped straight
Originally published on GeekyAnts Blog by Pushkar Kumar, Senior Technical Consultant. Modern digital platforms run on APIs — they are the highways that connect services, partners, and end-users. Bu
But there is another side of AI coding that we need to talk about. In reality, many modern developers are no longer using AI only as a tool or assistant. Some are using it as the main developer. Thi
Introduction This tutorial shows how to set up NextJS with Tauri to build small-sized native apps on desktop and mobile. Why NextJS and Tauri NextJS is the most popular choice o
Here's a friction stat that surprised me: three of the ten platforms I tested required wallet connect before I could even browse available tasks. One asked for KYC on step one. That's not a bounty pla
Last weekend I registered three bots across six AI agent and bounty platforms. I wanted real numbers: actual take rates, actual KYC walls, actual API surface. What I found was messier than the landing
Every .NET project that touches the cloud eventually runs into the same problem: secret sprawl. You start with AWS Secrets Manager. Then a new service needs Azure Key Vault. Someone spins up a HashiC
For 18 months, our API gateway’s p99 reverse proxy latency hovered at 210ms, costing us $18k/month in wasted compute and driving a 12% churn rate among high-frequency API consumers. We replaced Apache
Ever wondered what your name looks like from space? I built Your Name in Landsat — a web app that spells out any name or short phrase using real Landsat satellite imagery tiles shaped like alphabet le
In 2026, the average senior freelance engineer in the US reported $287k in gross billings, but after self-employment tax and health insurance, took home $162k—just $11k more than their full-time count
Flutter CI/CD — Automating Tests, Builds, and Deploys with GitHub Actions Manually building and deploying on every push is a waste of time. Here's a complete GitHub Actions setup that autom
I run two AI assistants from different vendors against each other on every non-trivial decision, with a human (me) sitting in the middle as the routing authority. What's surprised me most is not that
You wake up. Your phone unlocks before you even think about your PIN. You check Slack — the spam filter already ate three notifications you didn't want. You open your IDE, and before you've typed th
Indie Dev Launch Checklist — Product Hunt, HN, and SNS Simultaneous Rollout A battle-tested checklist for maximizing your first launch. On launch day, decision fatigue is the enemy — everyt