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Auto-aggregated global tech articles · 58 posts

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DevOps

Why Do Japanese Train Drivers Keep Pointing at Things?

Who Saw the Connection? #04 — Railways × Human Factors × Software If you spend enough time on a railway platform in Japan, you may notice something that looks oddly theatrical. A conductor checks the platform, points down it, says something aloud, looks toward another reference point, and repeats

Dev.to (EN Zone)
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DevOps

Switching from GPT-5.6 Sol to GPT-6 Astra: Start with Medium Effort

GPT-6 Astra at high reasoning effort produced the implementation I decided to keep. I still plan to use medium effort by default. High handled the interactions between retries and persisted state more completely, but its implementation run took about 48 minutes against medium's 31. In a separate re

Dev.to (EN Zone)
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DevOps

Crontab syntax basics, and how it differs from WP-Cron

"What does */5 * * * * actually mean?" — anyone setting up a scheduled task on a server has probably stared at that row of asterisks at some point. If you run WordPress, you may already be familiar with inspecting WP-Cron's internals through WP-CLI, but the actual crontab syntax used by the OS itsel

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DevOps

Intermittent error "Failed to reach OIDC issuer"

I've been encountering this error for a few weeks now and it's finally starting to bother me enough to ask for advice. I get the following error intermittently on any service protected by Pocket ID: error "Failed to reach OIDC issuererror "Failed to reach OIDC issuer But if I reload/refresh the

Reddit r/selfhosted
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DevOps

Hardening a Linux Server with UFW

Hardening a Linux Server with UFW Introduction # 1.1 "Teaser" overview In this project, I tested how a Linux host-based firewall changes the way a server appears during network reconnaissance. Using Nmap, I scanned a TripleTen play-server before and after enabling UFW. Before the firewall was

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DevOps

On-demand SSH tunnels with systemd

My homelab includes a small VPS hosted on the internet; let's call it myserver.example.com. It provides me with a static IP address and it mainly runs an application that gathers data for me. For security reasons, the only open port is the SSH one (22) with the password disabled, I can only access w

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DevOps

Is this a certificate issue? Jellyfin works on browsers, but not apps.

Running an Ubuntu Linux box with docker containers for Jellyfin, portainer, and the cloudflare tunnel. (I know that's against ToS for the free version, but this is just proof of concept for now). Goal is to present my media server to extended family over the internet. The cloudflare tunnel imposes a

Reddit r/selfhosted
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DevOps

Fix Silent 30s AI Stream Timeouts with a Client Watchdog

Your AI stream can die silently at exactly 30 seconds because the proxy's read timeout kills idle connections—not because the model stopped. I traced this while testing a chat widget against MonkeyCode's free server, and the fix is a client-side watchdog that turns a lying spinner into an honest sta

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