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Site Reliability Engineering

Site Reliability Engineering principles, practices, and culture.

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Migrating a Production Cluster Off ingress-nginx to Traefik v3

Migrating a Production Cluster Off ingress-nginx to Traefik v3

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6 min read
Monitoring versu… I mean AND Observability

Monitoring versu… I mean AND Observability

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3 min read
The Riskiest Change Is the One Everyone Calls Trivial

The Riskiest Change Is the One Everyone Calls Trivial

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2 min read
How to Version Claim Documents Without Breaking Retrieval — an Intake Runbook

How to Version Claim Documents Without Breaking Retrieval — an Intake Runbook

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8 min read
Scanned Claims PDF Intake in 2026 (Privacy, Retention, and Signing Evidence)

Scanned Claims PDF Intake in 2026 (Privacy, Retention, and Signing Evidence)

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7 min read
Write the Runbook Before You Need It, Not After

Write the Runbook Before You Need It, Not After

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2 min read
I built an AI agent for production incidents. The interesting part is when it refuses to act.

I built an AI agent for production incidents. The interesting part is when it refuses to act.

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4 min read
MySQL Connection Pooling Explained: Do 50 Concurrent Users Need 50 Database Connections?

MySQL Connection Pooling Explained: Do 50 Concurrent Users Need 50 Database Connections?

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11 min read
Twitch Accepts Invalid Keys and Silently Discards Them — The Hidden Pitfalls of Integration and a 41-Second Recovery

Twitch Accepts Invalid Keys and Silently Discards Them — The Hidden Pitfalls of Integration and a 41-Second Recovery

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10 min read
AI Creates, AI Delivers, AI Fails — Quality Assurance for Unwatched Systems

AI Creates, AI Delivers, AI Fails — Quality Assurance for Unwatched Systems

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8 min read
How Many AI Avatars Can One GPU Handle? Real-World Test Reveals 4 Avatars at ÂĄ7,600 Each per Month

How Many AI Avatars Can One GPU Handle? Real-World Test Reveals 4 Avatars at ÂĄ7,600 Each per Month

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9 min read
Why a ticket-availability monitor is a state machine, not a scraper

Why a ticket-availability monitor is a state machine, not a scraper

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2 min read
What 99.9% Uptime Actually Means

What 99.9% Uptime Actually Means

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2 min read
Daily Dose of DevOps — Kubernetes readiness vs liveness probes

Daily Dose of DevOps — Kubernetes readiness vs liveness probes

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2 min read
Database Reliability: The SRE Approach to Keeping Data Safe

Database Reliability: The SRE Approach to Keeping Data Safe

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3 min read
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