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Năm nay, gần như team nào cũng đã cho AI coding agent vào workflow: Claude Code, Cursor, Copilot agent mode, Codex CLI, Aider... Các tool này có một điểm chung …
OpenTelemetry: without excessive logging overhead Enterprise reliability deteriorates when automation accelerates change without strengthening evidence. For ope…
Most documentation pipelines I see spend all their guardrails on drafting and none on maintenance, which is exactly where model-written pages quietly decay. The…
Why does a service that answers /healthz in a few milliseconds still fail the very first real request? I spent two days on that question, and the answer was les…
## **By Manikanta Marathi** • *Lead Site Reliability Engineer, NexusMemory Project* --- ### The 2:40 AM Outage (And How ChatGPT Almost Got Me Fired) It was 2:40…
How do you connect to your private databases on GCP? When your databases on Google Cloud have only a private IP, you can't reach them from your laptop, coding a…
Why transport encryption alone won't protect you from a rogue server, and the one sslmode that does, tested in a reproducible Docker lab. You've probably seen t…
Email fixtures are easy to create and surprisingly hard to retire. A CI job allocates an inbox, sends a verification message, and exits. When the job is cancele…
Note: This is an independent walkthrough by a learner and is not officially endorsed by the CNCF or Kyverno maintainers. Summary In this walkthrough, I enforced…
Author: Artemiy Degtyarev Imagine you are deploying an open source Java application in Docker. You pull the image, run it, and before the first log line appears…
On November 5, Alpine Linux published an urgent advisory: a password authentication bypass in OpenSSH, tracked as CVE-2026-123158, CVSS 8.1 High. An attacker wh…
Every year the selfh.st team runs a community-wide survey to capture a snapshot of what self-hosters are actually deploying, how they're running it, and what pr…
When you move from Java 8 to any of Java 11 through 25, the GC the JVM picks when you don't specify one (the default GC) changes from Parallel to G1. A GC is th…
Renting a VPS is easy. Keeping everything on it reliable is where the real work begins. You start with a small application and a database. Soon you are maintain…
Most Java services I've looked at have at least one dependency that isn't really Java. It usually arrives as a wrapper: a JNI binding or a ProcessBuilder call a…
Mackenzie Hawkins / Bloomberg : Sources: Nvidia is requiring Southeast Asian customers seeking Nvidia Cloud Partner status to enroll in a program that tracks th…
Pranshu Verma / Washington Post : Sources: Democrats are eyeing Apple, Meta, and Elon Musk-led companies as early congressional investigation targets, after win…
Alexander Martin / The Record : Preliminary findings: the EU says TikTok violated the DSA by not preventing its recommendation algorithm from trapping users in …
Eric Geller / Cybersecurity Dive : Experts say the new Democratic congressional majority will likely seek to rebuild CISA, prioritize AI security, revive local …
Emmy Martin / New York Times : Employees at Microsoft, long known for its stability in the industry, are grappling with its decision to offer buyouts to 60,000 …