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Site Reliability Engineering

Site Reliability Engineering principles, practices, and culture.

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I'm building a read-only context engine for Kubernetes and AI agents

I'm building a read-only context engine for Kubernetes and AI agents

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6 min read
I Asked Claude to Map My Infrastructure. Then I Asked a Purpose-Built Tool.

I Asked Claude to Map My Infrastructure. Then I Asked a Purpose-Built Tool.

Comments 1
4 min read
Why Your AI Agent Monitoring is Wrong (And How to Fix It)

Why Your AI Agent Monitoring is Wrong (And How to Fix It)

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3 min read
The AI Agent Cost Ceiling Problem: Why Your AWS Bill Is Your Reliability Alert

The AI Agent Cost Ceiling Problem: Why Your AWS Bill Is Your Reliability Alert

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4 min read
What is SRE? A Beginner's Guide to Site Reliability Engineering

What is SRE? A Beginner's Guide to Site Reliability Engineering

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5 min read
I Built 20 AI-Powered DevOps Tools Because I Got Tired of Doing This Stuff Manually

I Built 20 AI-Powered DevOps Tools Because I Got Tired of Doing This Stuff Manually

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3 min read
Building an Autonomous SRE Agent: From Raw Telemetry to Safe, AI-Driven Remediation

Building an Autonomous SRE Agent: From Raw Telemetry to Safe, AI-Driven Remediation

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8 min read
Building GBIM Observability From Correlation IDs to a Populated k6 Dashboard

Building GBIM Observability From Correlation IDs to a Populated k6 Dashboard

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7 min read
What Site Reliability Engineering Actually Is, and Why It's a National Infrastructure Discipline

What Site Reliability Engineering Actually Is, and Why It's a National Infrastructure Discipline

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10 min read
Incident Automation: What to Automate, What to Leave to Humans

Incident Automation: What to Automate, What to Leave to Humans

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2 min read
Using Jenkins MCP to speed up DevOps workflows

Using Jenkins MCP to speed up DevOps workflows

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2 min read
I built a small tool to answer a question I’ve asked too many times: is this production ready?

I built a small tool to answer a question I’ve asked too many times: is this production ready?

Comments 1
2 min read
DevOps Salaries & Hiring in India 2026: What 800+ Live Job Listings Reveal

DevOps Salaries & Hiring in India 2026: What 800+ Live Job Listings Reveal

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2 min read
Aurora Actions: User-Defined Background Automations for Incident Response

Aurora Actions: User-Defined Background Automations for Incident Response

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10 min read
The AI Pilot-to-Production Gap Is an SRE Problem And We Already Know How to Close It

The AI Pilot-to-Production Gap Is an SRE Problem And We Already Know How to Close It

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5 min read
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