Auto-aggregated global tech articles · 260 posts
Table of Contents Why Try an MoE Model? What MoE Means in Plain English The Cost-Effective AI Home PC I Am Targeting Install llama.cpp Download a GGUF Model Start the Model Fit the Model to Your Hardware Useful Local GenAI Projects What to Expect A Few Safety Checks Final Thoughts Running a loc
A familiar pattern is emerging in observability conversations. As telemetry volumes grow and costs rise, the default recommendation is often to collect less data: Sample more, retain less, index selectively, filter earlier, and reduce cardinality until the economics become manageable. Some of this i
I deleted a scheduled task yesterday, deployed it, watched five checks pass, and then found the task still running on the server. The task was worth deleting. It ran every hour on Celery Beat and its entire body was this: # TODO: Implement actual cleanup logic cleaned_count = 0 # Placeholder l
What Actually Happens When You Run docker run You type docker run -d --memory 512m myapp:latest and hit Enter. A second later, a container is running. It feels like one action. It is not. Behind that single command, four separate programs hand work down a chain, an image gets pulled apart into la
Docker starts today. After fourteen days of Git, the track moves to containers, and it opens with the least glamorous task available: install the packages and start the service. Both halves of today turned out to be about time. When something starts, how long it takes, and what still holds after a
our staging environment has drifted so far from prod that I've basically stopped trusting it. it happened gradually -- a config change here, a manual fix there, someone needed something 'just for testing' and now the state is a mess. I've seen people suggest infra-as-code, automated deploys to stagi
Most AI agents don't fail the way they do in demos. They fail later, and quieter: a task runs at 2 AM, fails silently, nobody gets alerted, and you discover it the next morning — a full day of work gone. We run MeshCtx on a small three-machine cluster. Today's health check comes straight from a pro
For a long time, monitoring just meant staring at dashboards and waiting for something to flash red. Engineers tracked things like CPU usage, memory, response times, error rates, and uptime. If a number crossed a certain line, you’d get an alert. Then, someone dived in to figure out what was wrong.
submitted by /u/mttd [link] [留言]
I’m sharing HaloLog, a structured logger I have developed for three years and run inside an interoperability project for the past two. Its goal is low-overhead structured logging without trading away JSON correctness, race safety, configured PII masking, or compile-checked telemetry fields. This is
When you do not need a full Linux box. I have a drawer full of Raspberry Pis. Pi 3s, Pi 4s, a Pi 5 that runs hot enough to warm my office. I love them. But over the last two years, I have quietly replaced almost half of them with $7 ESP32s and I have not looked back. A Pi is a full Linux computer.
Welcome to the New Project Megathread! This weekly thread is the new official home for sharing your new projects (younger than three months) with the community. To keep the subreddit feed from being overwhelmed (particularly with the rapid influx of AI-generated projects) all new projects can only b
submitted by /u/Legitimate_Brain_544 [link] [留言]
Infinite Google ReCAPCHA loop trying to access archive.is using current Firefox from Linux. Just started today. Firefox is in "strict" mode. Disabled Privacy Badger for that site, and it didn't help. Tried private browsing, and it didn't help.Is this part of Google's war against ad-blocking and non-
The current PGP key for the GitHub CLI Linux package repositories expires on Saturday, September 5, 2026. Beginning with the first release after that date, APT and RPM repository metadata… The post GitHub CLI Linux package signing key expires September 5 appeared first on The GitHub Blog.
This article covers two scripts that live in the same repository for the same underlying reason — getting a Linux box to behave like a Chromebook — and that end up doing almost nothing alike, because they solve that problem for two different machines. https://github.com/xbill9/chromeos-boot
My working day spans about ten Git repositories. Here is where their state actually lived: which trees are dirty → forty terminal tabs which branches are behind → a Git client, pointed at one repo at a time which containers are up → docker ps the AI conversation I had yesterday about the retry po
A simple guide/writeup to myself and others when setting up OpenCode inside a Docker sandbox. Get Started Install OpenCode Get your provider key Create your opencode.jsonc config: { "$schema": "https://opencode.ai/config.json", "lsp": true, // see note below "enabled_provid
submitted by /u/fagnerbrack [link] [留言]
Anthropic’s AI-native SDLC playbook argues that faster coding is shifting the bottleneck to planning, testing, governance, deployment and operations.
221–240 / 260
