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# devops

Content centering around the shifting left of responsibility, deconstruction of responsibility silos, and the automation of repetitive work tasks.

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YAML vs JSON: When to Use Each (with Examples)

YAML vs JSON: When to Use Each (with Examples)

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3 min read
I Built a Local-First Agent Runtime in Rust (and Why Wrapping Existing CLIs Didn’t Work)

I Built a Local-First Agent Runtime in Rust (and Why Wrapping Existing CLIs Didn’t Work)

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3 min read
Kubernetes ImagePullBackOff: It’s Not the Registry (It’s IAM)

Kubernetes ImagePullBackOff: It’s Not the Registry (It’s IAM)

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5 min read
Detecting Flaky Tests in CI/CD Using Machine Learning: A Research Approach

Detecting Flaky Tests in CI/CD Using Machine Learning: A Research Approach

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2 min read
Self-Healing Services: systemd + Crontab + Watchdog Patterns

Self-Healing Services: systemd + Crontab + Watchdog Patterns

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4 min read
Agentic AI is reintroducing ClickOps

Agentic AI is reintroducing ClickOps

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8 min read
Debugging Duplicate Cron Executions on macOS

Debugging Duplicate Cron Executions on macOS

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3 min read
I Gave My AI Agent Shell Access. Here's Every Command It Ran

I Gave My AI Agent Shell Access. Here's Every Command It Ran

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5 min read
Building Octofleet: A Week of Zero-Touch Server Deployments (Looking for Contributors! 🐙)

Building Octofleet: A Week of Zero-Touch Server Deployments (Looking for Contributors! 🐙)

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3 min read
End-to-End Automated Streaming Platform (Jio-Hotstar) Deployment: A DevOps Deep Dive 🚀

End-to-End Automated Streaming Platform (Jio-Hotstar) Deployment: A DevOps Deep Dive 🚀

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2 min read
Monitoring K8s with Prometheus (ServiceMonitors)

Monitoring K8s with Prometheus (ServiceMonitors)

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9 min read
Build an AI Code Review Agent in GitHub Actions (That Actually Reduces Incidents

Build an AI Code Review Agent in GitHub Actions (That Actually Reduces Incidents

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4 min read
Spec-Driven Development: Why MCP Is the Missing Integration Layer for Enterprise AI

Spec-Driven Development: Why MCP Is the Missing Integration Layer for Enterprise AI

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4 min read
Deploying Next.js on GCP

Deploying Next.js on GCP

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3 min read
LAB 1 — GitLab CI + Pages From Scratch

LAB 1 — GitLab CI + Pages From Scratch

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2 min read
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