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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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DevOps Scenario Interview Question: Deployment Failed in Production

DevOps Scenario Interview Question: Deployment Failed in Production

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2 min read
The $47,000 Agent Loop: What Observability Would Have Caught on Day One

The $47,000 Agent Loop: What Observability Would Have Caught on Day One

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5 min read
CI/CD for Mobile Apps Part 1/3 - Know Where Our Code Lives (Web vs Mobile Explained)

CI/CD for Mobile Apps Part 1/3 - Know Where Our Code Lives (Web vs Mobile Explained)

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2 min read
The Backend Architect Day 2: HTTP Methods, Security Headers & FastAPI (2026)

The Backend Architect Day 2: HTTP Methods, Security Headers & FastAPI (2026)

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4 min read
Stop Writing Unit Tests for Your AI Code. Write These 4 Evals Instead.

Stop Writing Unit Tests for Your AI Code. Write These 4 Evals Instead.

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8 min read
A Review of 100 Public AI Incident Postmortems. Here Are the 6 Mistakes That Keep Showing Up.

A Review of 100 Public AI Incident Postmortems. Here Are the 6 Mistakes That Keep Showing Up.

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9 min read
Debugging an LLM Bug at 3 AM: The Runbook I Wish I'd Had

Debugging an LLM Bug at 3 AM: The Runbook I Wish I'd Had

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9 min read
The 7 Most Expensive LLM Production Incidents of 2025–2026 (Each One Had a Fixable Signal Nobody Watched)

The 7 Most Expensive LLM Production Incidents of 2025–2026 (Each One Had a Fixable Signal Nobody Watched)

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11 min read
How We Govern 13 AI Agents With a File-Based Nervous System

How We Govern 13 AI Agents With a File-Based Nervous System

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3 min read
From $50K/Year of Datadog to $0/Year of Self-Hosted Observability: The Migration Every Team Is Doing in 2026

From $50K/Year of Datadog to $0/Year of Self-Hosted Observability: The Migration Every Team Is Doing in 2026

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10 min read
Learn Kubernetes Architecture : In different way

Learn Kubernetes Architecture : In different way

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2 min read
A $10B AI Startup Just Got Breached Through the LLM Library in Your Stack.

A $10B AI Startup Just Got Breached Through the LLM Library in Your Stack.

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8 min read
Claude Went Down Twice in 48 Hours Last Week. If You Noticed, Your Fallback Failed.

Claude Went Down Twice in 48 Hours Last Week. If You Noticed, Your Fallback Failed.

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8 min read
Claude on AWS Bedrock was throttling requests and the billing dashboard showed zero issues

Claude on AWS Bedrock was throttling requests and the billing dashboard showed zero issues

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1 min read
How to Self-Host Zulip with Docker Compose

How to Self-Host Zulip with Docker Compose

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10 min read
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