39 of 40 tests passed. Then a setting changed which test failed.
A CSV parser gave me 39 matches out of 40. I changed one quote setting and got 39 out of 40 again. That looks like no change. It was a different failure. I am a…
Englishdev.to Python
最新资讯
言栖资讯收录 198775 篇 AI、开发与建站文章，按发布时间排序，支持搜索与按语言筛选。
Your Yes Is the Weakest Gate
The first time an AI coding agent asks to run a command, you read it carefully. The tenth time, you skim it. By the fiftieth, you're hitting yes before the prom…
Englishdev.to DevOps
How to Set Up Ansible with Visual Studio Code (VS Code) for Efficient Automation Development
Ansible is a powerful tool for automating IT tasks, from server management to cloud provisioning. If you're using Visual Studio Code (VS Code) for your developm…
Englishdev.to DevOps
The Year-End Offboarding Surge: Getting Remote Laptops Back Before the Holiday Freeze
November through January is when remote offboarding stops being a drip and starts looking like a queue. Resignations cluster around bonuses and new-year job sta…
Englishdev.to DevOps
Two people, six AI agents, 296 merged PRs in 12 days
Between October 15 and October 26, 2026, 296 pull requests were merged into Operum's product repository. That's about 25 a day, or about 12 per person per day. …
Englishdev.to DevOps
Unleash: qué son los feature flags y cómo activarlos
Unleash permite apagar o encender una función en producción sin tocar el código ni esperar un nuevo despliegue, y es, según su propio repositorio, la plataforma…
Englishdev.to DevOps
One Markdown File Can Hijack Your AI Coding Agent: Defending Against Prompt Injection in AGENTS.md, CLAUDE.md and .cursorrules
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 …
Englishdev.to DevOps
Daily Dose of DevOps — OpenTelemetry: without excessive logging overhead
OpenTelemetry: without excessive logging overhead Enterprise reliability deteriorates when automation accelerates change without strengthening evidence. For ope…
Englishdev.to DevOps
Keep the Prose, Re-Check the Nouns: A Token-Level Staleness Gate for Model-Drafted Docs
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…
Englishdev.to DevOps
48-Hour Field Notes: My Readiness Check Returned 200, Then the Batch Hit a Cold Model Server
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…
Englishdev.to DevOps
We Built an SRE Copilot That Actually Remembers Past Outages Using Hindsight, FastAPI, and Groq
## **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…
Englishdev.to DevOps
Connect to a private GCP service from your CLI, coding agent or GitHub Actions
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…
Englishdev.to DevOps
Encrypted Is Not Authenticated: What PostgreSQL sslmode Really Checks
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…
Englishdev.to Docker
AWS CI Needs an Email Data Reaper
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…
Englishdev.to Docker
Blocking Unlabelled Pods with Kyverno: From ClusterPolicy to CEL on a Local kind Cluster
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…
Englishdev.to Docker
SIGILL on Startup: How the JDK AOT Cache Crashed Axelix in Docker
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…
Englishdev.to Docker
A one-line password bypass hit Alpine's sshd. I built a 5-condition check that tells you if your images are exposed.
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…
Englishdev.to Docker
The 2026 Self-Host User Survey Is Open: Go Make Your Voice Count
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…
Englishdev.to Docker
After upgrading from Java 8, G1 stopped returning memory
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…
Englishdev.to Docker
Own Your Server, Not the Operational Headache: Meet Nitrobase
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…
Englishdev.to Docker