How to Run Ollama on Mac Mini: A Complete Local AI Setup Guide If you've been looking into how to run Ollama on Mac Mini, you've probably already figured out th...
How a Single IntelliJ Plugin Cut Our Code Review Rework by 60% — A 6-Month Honest Review I'm a backend engineer on a team of eight. We build microservices in Sp...
Modern JavaScript applications don’t just render UI anymore. They orchestrate search, personalization, analytics, AI services, localization workflows, and multi...
In the world of IoT and home automation, where devices are increasingly interconnected, the demand for robust, privacy-focused, and locally controlled solutions...
Hey folks! 👋 wan2-7.io, and I wanted to share the exact tech stack and architecture I used to bring it to life without breaking the bank. If you are looking to...
If you’ve ever Googled “which cloud data warehouse should I use” and ended up more confused than when you started — this post is for you. Snowflake, Redshift, a...
Hey! I'm Roi, and I run a small software studio called RoiSoftStudio out of Spain. I've been building stuff on the web for a while now — some of it useful, some...
The Agent Loop The entire AI agent stack in 60 lines of Python. You've seen Claude search files, read them, then search again. ChatGPT with Code Interpreter wri...
The agent that does everything is lying to you Everyone builds one agent. One prompt. One context window. One model doing everything. It works great — until it...
Making Tax Digital for Income Tax goes live in 16 days 6 April 2026. HMRC's official guidance is 40+ pages of PDF. Not helpful when you're a freelancer who just...
Why Robust SMS Verification is a Strategic Priority for London's Business Leaders In London's fast-paced digital economy, where competition is fierce and London...
Playwright reports in CI are painful to navigate — so I built a dashboard to fix it 🚀 I got tired of digging through CI artifacts just to understand test failu...
BitchX is Back If you were on IRC in the late 90s or early 2000s, you know BitchX. It was THE terminal IRC client. The ASCII art splash screen. The split window...
TL;DR Install and write a model class. Use useModel to create/subscribe in React. Use provide for shared instances. pnpm add @e7w/easy-model class TodoModel { i...
AI agents are everywhere. They trade crypto, analyze data, monitor markets, write code. But there's a fundamental problem: agents can't pay for things. When you...
Most of the time when I’m working in the terminal, I’m navigating files. Usually that looks like some combination of: cd ls find grep Which works fine… until a...
In recent years, terms like 'spec-driven development' and 'prompt have gained popularity alongside the rise of AI-assisted At the heart of software development...
A high-level architecture overview to start with FFmpeg. Code repository: ffmpeg-101https://github.com/neodesys/blog-ffmpeg-101 FFmpeg package content ffmpeg-pa...
Mapping AI Cognition with the Dao-Fa-Shu-Qi Hierarchy Note: This article’s core ideas and experimental framework are original to my independent exploration of A...
That's the output of a pytest test running against a simulated 10 kWh battery — 20 minutes of physics, 0.30 seconds of wall clock time. In Part 1 I explained wh...
MiniMax just dropped M2.7 — and it's live on BlockRun right now. One API call. Pay per request. No subscription. No API key signup with MiniMax. curl https://bl...
Photo by Daniil Komov on Unsplash A few days ago, I discovered Lima VM. At first, it was just curiosity. I wanted a cleaner way to isolate my development enviro...
$ purlDescription A curl-esque CLI for making HTTP requests that require payment. Designed for humans and agents alike. Built by Stripehttps://stripe.com/. View...
I've been writing about the SOLID principles for over a decade. I built InversifyJS because of them, I wrote about implementing them with the onion architecture...
We paused feature development to fix foundations. An implementation audit found four critical gaps between our specification and our code. v0.5.5 closes all fou...
In the previous post, we talked about why Terraform matters and how it replaces manual AWS work. Now it’s time to set up your environment and get ready to build...
In December 2024, Chile's Registro Civil rolled out a brand new national identity system. It crashed on day one. The system behind every Chilean's cédula de ide...
Analytical Insights: The Risks of Frontend Team Reduction and AI Integration Main Thesis: The drastic reduction of the frontend engineering team, coupled with t...
Why Separating QA Code from Dev Code in Your Monorepo is a Game-Changer for E2E Testing. The Pain Is Real Friday, 2 PM. Your team just ran 500 E2E tests. QA pas...
On March 10, 2026, 34 Aave users woke up to find their wstETH positions liquidated — not because the market crashed, not because they were overleveraged, but be...
HTTP Status 402 Finally Has a Job HTTP status code 402 has been 'reserved for future use' since 1999. For twenty-seven years it sat in the spec, a placeholder f...
Using Screenshots as Proof-in-Sales: Automated Product Demo Evidence You're on a Zoom call with a prospect. You're demoing your product. You show how the featur...
1.5 Million Requests, 1 Leaked Key: How We Burned $35,000 on Gemini in 6 Hours The 'experimental phase' of a project is supposed to be the fun part. For us, as...
Hi there! The PR from the previous week is currently being reviewed, with some great suggestions from one of the Django fellows, Jacob Walls. In the meantime I...
NIS2 : Les amendements de janvier 2026 et ce qu'ils changent pour votre conformité Le 20 janvier 2026, la Commission européenne a proposé des amendements ciblés...
BiRefNet vs rembg vs U2Net: Which Background Removal Model Actually Works in Production? I've spent the last few months running background removal at scale — te...
I run an autonomous AI news engine called El Sapo Cripto. It monitors 25+ RSS feeds, scores articles, generates Spanish-language summaries with Gemini, creates...
The Most Important Agentic AI Lesson 🚫🤖 Agentic AI is powerful. That’s exactly why it’s dangerous to overuse. Some problems should not be solved with agents —...
Most people use AI the same way they use Google: ask a question, get an answer, close the tab. The conversation resets every time. The AI never learns who you a...
While tracking popular repositories on GitHub trending with my awesome-trending-repos project, I came across Keploy, a modern API testing tool written in Go. Wh...
awesome-trending-repos projem ile GitHub trending'deki popüler repoları takip ederken, Go ile yazılmış modern bir API testing aracı olan Keploy dikkatimi çekti....
The Only Honest Guide to Web Search in Ollama Every other tutorial gets this wrong. Here's what actually works. I wanted to add web search to my local Ollama se...
The Problem I use Claude Code daily. It can read my files, run bash commands, edit code — but the moment I need GPU compute, I'm back to copy-pasting between my...
This repository holds the code from Linux Application Development By Example - The Fundamental APIs by Arnold Robbins. Copyright c 2004, 2026, Pearson Education...
When the auto industry was being decimated and jobs offshored to Japan, many of us instinctively reached for our college economics textbook and started thinking...
Most healthcare orgs only chase one of two appeal paths when claims get denied. The other path – member appeals – is a technical problem worth solving. When a c...
Most email validation tutorials stop at regex. That's fine for a toy project. In production, bad emails cost you money — bounced sends hurt sender reputation, d...
'Maybe I Should Become a Welder' A colleague recently told me about a conversation with someone at Amazon. The person described how the company is aggressively...
