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Site Reliability Engineering

Site Reliability Engineering principles, practices, and culture.

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I built an AI that remembers every production incident. Here's what changed.

I built an AI that remembers every production incident. Here's what changed.

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3 min read
S3 Is Starting to Feel Like a File System — But Not Quite

S3 Is Starting to Feel Like a File System — But Not Quite

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2 min read
My First dev.to Post — And a 1-Evening SRE System That Changed Our On-Call

My First dev.to Post — And a 1-Evening SRE System That Changed Our On-Call

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2 min read
Your Kubernetes backups are lying to you

Your Kubernetes backups are lying to you

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4 min read
80% of GitHub Repos Still Use Static AWS Credentials in 2026

80% of GitHub Repos Still Use Static AWS Credentials in 2026

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4 min read
Incident response / On-call: timeouts — operational runbook (playbook thực chiến)

Incident response / On-call: timeouts — operational runbook (playbook thực chiến)

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3 min read
From MVP to Production: Scaling a Speech AI Service

From MVP to Production: Scaling a Speech AI Service

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3 min read
Why I Built Scenar.io - An AI-Powered DevOps Interview Practice Tool

Why I Built Scenar.io - An AI-Powered DevOps Interview Practice Tool

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4 min read
MCP Security in Action: Decision-Lineage Observability

MCP Security in Action: Decision-Lineage Observability

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4 min read
Something I wish someone had told me five years earlier:

Something I wish someone had told me five years earlier:

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2 min read
The Hidden Costs of Real-Time: Latency vs Accuracy Trade-offs

The Hidden Costs of Real-Time: Latency vs Accuracy Trade-offs

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2 min read
AI Observability: the problem nobody is solving well in 2026

AI Observability: the problem nobody is solving well in 2026

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5 min read
A hard-earned rule from incident retrospectives:

A hard-earned rule from incident retrospectives:

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2 min read
Beyond Static Limits: Adaptive Concurrency with TCP-Vegas in Go

Beyond Static Limits: Adaptive Concurrency with TCP-Vegas in Go

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3 min read
Exponential Back-off with Jitter: Retries

Exponential Back-off with Jitter: Retries

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3 min read
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