All
Articles 161,071Blog Posts 155,570Tech Tutorials 42,485Research Papers 31,730News 21,029
⚡ AI Lessons

Dev.to · opscanopy
3d ago
Docker Interview Prep: Scenario-Based Questions & Answers for DevOps
Docker interview prep for DevOps: scenario-based questions, clear answers, visual explanations, and the common gotchas interviewers love to ask.

Dev.to · opscanopy
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
Kubernetes isn't that scary — you really only need 8 objects (and to read 3 errors)
The first time I opened a Kubernetes manifest, I closed my laptop. Pods, ReplicaSets, DaemonSets,...

Dev.to · opscanopy
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
14 Docker interview questions I actually got asked in 2026 (and how I'd answer them)
I've been on both sides of the table. Some years I'm the one sweating through a Docker round; other...

Dev.to · opscanopy
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
The Complete 90-Day DevOps Roadmap I Wish Existed When I Started (Free, No Signup)
I once watched a developer breeze through three Docker courses and then freeze solid the first time a...

Dev.to · opscanopy
☁️ DevOps & Cloud
⚡ AI Lesson
2mo ago
Why Your GitHub Actions Workflow Didn't Trigger: branches, tags & paths Filters Explained
You pushed a commit, opened the Actions tab, and there's nothing there. No red X, no yellow dot — the...

Dev.to · opscanopy
☁️ DevOps & Cloud
⚡ AI Lesson
2mo ago
One CVE, four ignore files: unifying Trivy, Grype, Snyk and osv-scanner
You triaged the CVE. A scanner flagged CVE-2023-45853 in zlib, you read the advisory, confirmed the...

Dev.to · opscanopy
🔐 Cybersecurity
⚡ AI Lesson
2mo ago
One CVE, four ignore files: unifying Trivy, Grype, Snyk and osv-scanner
You triaged the CVE. A scanner flagged CVE-2023-45853 in zlib, you read the advisory, confirmed the...

Dev.to · opscanopy
🔧 Backend Engineering
⚡ AI Lesson
2mo ago
Writing robust regular expressions for log lines
A regular expression that parses a log line in your editor and a regular expression that survives a...

Dev.to · opscanopy
📐 ML Fundamentals
⚡ AI Lesson
2mo ago
How to read a PromQL query
PromQL looks dense the first time you meet it. A line like histogram_quantile(0.99, sum by (le,...

Dev.to · opscanopy
📐 ML Fundamentals
⚡ AI Lesson
2mo ago
LogQL vs PromQL: the same query in both languages
If you’ve written Prometheus queries, Grafana Loki’s LogQL looks reassuringly familiar — rate(...),...

Dev.to · opscanopy
☁️ DevOps & Cloud
2mo ago
The GitHub Actions security mistakes linters miss
A YAML linter will tell you when your workflow won’t parse. It won’t tell you when your workflow...

Dev.to · opscanopy
☁️ DevOps & Cloud
⚡ AI Lesson
2mo ago
Stop shipping a stale .env.example
A .env.example is the one file in your repo that nobody runs, nobody tests, and everybody trusts....

Dev.to · opscanopy
☁️ DevOps & Cloud
⚡ AI Lesson
2mo ago
Migrating from cron to systemd timers
Cron has run the world’s scheduled jobs for forty years, and on most servers it still works fine. But...

Dev.to · opscanopy
🔧 Backend Engineering
⚡ AI Lesson
2mo ago
Reading cron expressions
Almost everyone who runs a backend has stared at a line like */15 9-17 * * 1-5 and half-remembered...
DeepCamp AI