Coolify supports S3-compatible storage for database backups out of the box — and Google Cloud Storage is one of the cheapest options that works with it. This guide covers the full setup: bucket creation, HMAC authentication, IAM permissions, and the …
Google Cloud Storage as a Cheap S3 Backup for Coolify: Step-by-Step Setup Read more »
The AI music generation space has been dominated by cloud-based services — Suno, Udio, Mureka — each requiring a subscription and offering limited control over the underlying models. ACE-Step 1.5, released in 2026 by ACE Studio and StepFun, shifts this …
ACE-Step 1.5: Open-Source Music AI That Runs Locally and Matches Suno v5 in Benchmarks Read more »
NeuralWatt is a small startup that sells access to AI models — Qwen, Kimi, GLM, MiniMax, Mistral — but bills in kilowatt-hours instead of tokens. A basic subscription costs $20/month for 6 kWh of compute energy, with a flat rate …
NeuralWatt: AI Inference Priced in Kilowatt-Hours — How It Works and What It Costs Read more »
On June 1, 2026, GitHub Copilot Pro switched to token-based billing. The subscription price stayed the same — $10/month. What changed is what that $10 buys. Under the old model: a fixed pool of premium requests, predictable, no surprises. Under …
GitHub Copilot and OpenCode Go Both Cost $10/Month — The Difference Is What You Get Read more »
What Makes Real-Time Operating Systems Different Real-time operating systems (RTOS) power the invisible infrastructure of modern life — from airbag controllers that deploy in 3 milliseconds to cardiac pacemakers that must fire within 1-millisecond windows. Unlike Windows or Linux, which …
RTOS Explained: Why Predictability Matters More Than Speed in Critical Systems Read more »
A custom domain and self-hosted email are widely considered the gold standard of digital sovereignty, offering independence from tech giants. However, domain names are not purchased in perpetuity; they are merely leased for a limited duration. This article explores the …
Most people run their entire digital existence through a single email account. Banks, government portals, domain registrars, cloud storage, subscriptions — 50 to 200 services hang on one login. When that account becomes inaccessible, everything collapses simultaneously. This article maps …
Your Digital Life Has a Single Point of Failure: How to Build Resilience for $0 Read more »
Microsoft has released Coreutils for Windows, a preview package that brings familiar Unix-style command-line tools to native Windows. After installation, commands such as cat, grep, find, xargs, ls, cp, mv, and rm are available directly from Windows shells. The package …
Microsoft Coreutils for Windows: Unix commands without WSL Read more »
Most people focus on defending their accounts from hackers, but ignore the risk of access loss due to their own inactivity. Extended illness, emergencies, or loss of connectivity can trigger a chain reaction of data deletion and domain suspension. This …
Digital Legacy: Preventing Account and Domain Loss During Prolonged Inactivity Read more »
In 1958, a computer went online in Moscow that counted in ternary — not 0 and 1, but -1, 0, and +1. Setun required 7 times fewer components than comparable binary machines of the era, ran in over 30 universities, …
Setun: The First Ternary Computer, Shut Down Because It Was Too Cheap Read more »