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I got 2x faster with AI. I also got 2x better at shipping bugs I couldn't catch.
1+ hour, 10+ min ago (241+ words) I stared at a bug for 45 minutes last week that Claude had introduced three days earlier. The function looked fine. It passed my review. It even passed a quick manual test. It broke in production because the AI had confidently…...
How to Actually Use AI to Build Production Software, End to End
2+ hour, 6+ min ago (1733+ words) The stack, the tools, and the step-by-step workflow nobody hands you at the start. Before you build, here's the full plan. You may bookmark this and come back to whatever stage you're at. Tools laid out. Time to build. There's…...
The Loop That Ate My Computer
1+ hour, 48+ min ago (1099+ words) Let me tell you what happened the first time I wrote a loop. I wanted to print numbers from 1 to 10. Simple enough. I had just read about while loops. I thought I understood them. So I wrote this: I had…...
I built a file organizer web app because I had 900 files in my Downloads folder and zero shame
2+ hour, 39+ min ago (136+ words) 2, 300 files. Zero folders. Maximum chaos. I built ORGNZR " a web app that instantly sorts your files into folders. PDFs, images, videos, docs " all separated automatically. No domain budget, just a Render link and a dream " Free to try " orgnzr. onrender....
How I Cut My AI Chatbot Costs by 55% With One Architecture Change
2+ hour, 39+ min ago (1348+ words) TL; DR: I split one big GPT-4o-mini call into two small, specialized calls. Tokens per message dropped from ~1, 820 to ~830. Projected cost went from $300/1 M messages to $140/1 M messages. Here's exactly how. I'm building Provia, an AI-powered e-commerce platform where…...
Curing App Fatigue: How I Built a Unified AI Inbox
2+ hour, 25+ min ago (299+ words) Constantly jumping between Gmail, Slack, and Teams to keep up with work kills focus. I built Cortex Sage to fix this fragmentation, creating one quiet place where you can handle all your communication without the tab switching headache. We were…...
I Built a Voice-Controlled AI Agent That Runs Entirely on Your Machine
2+ hour, 27+ min ago (911+ words) Most AI assistants are cloud-dependent. You say something, it goes to a server somewhere, gets processed, and comes back. That works fine " until you care about privacy, latency, or just want to understand what's actually happening under the hood. I…...
I Built a Free Image Compressor Using Next. js (No Signup Required)
33+ min ago (93+ words) Most tools online are either slow, filled with ads, or require login. So I decided to build my own " a simple, fast, and free image compressor that works directly in the browser. " Why I Built This While working on different…...
Day 75 of #100 Days Of Code " Building Dev Board: Job Search and Applications
1+ hour, 6+ min ago (681+ words) Yesterday, employers got their full dashboard. Today, for day 75, I built the candidate side, everything a developer needs to find a job on Dev Board. Browsing listings, searching and filtering by tech stack and location, viewing job details, and submitting…...
I Did 2 Months of Work for a 2-Week Price " Here's What I learned
6+ hour, 6+ min ago (1037+ words) It started with a simple request. "Can you build us a website Nothing fancy. Just a clean design, maybe 5 pages. Two weeks, tops." I said yes. No contract. No written agreement. Just an email thread with some bullet points and…...