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Site Reliability Engineering

Site Reliability Engineering principles, practices, and culture.

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Multi-Window Burn Rate Alerting: A Formal Analysis of the AND-Gate Logic Behind Google's Alert Model

Multi-Window Burn Rate Alerting: A Formal Analysis of the AND-Gate Logic Behind Google's Alert Model

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13 min read
Hub-and-Spoke Kubernetes: Building a Multi-Cluster RKE2 Platform with HAProxy, Keepalived & Centralized Operations

Hub-and-Spoke Kubernetes: Building a Multi-Cluster RKE2 Platform with HAProxy, Keepalived & Centralized Operations

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13 min read
ChronicleOps: Autonomous Chaos Engineering & Self-Healing Telemetry Engine published

ChronicleOps: Autonomous Chaos Engineering & Self-Healing Telemetry Engine published

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3 min read
One Second Without DNS, Eight Hours Offline

One Second Without DNS, Eight Hours Offline

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5 min read
Capacity Planning a SaaS Chatbot API Across OpenAI, Claude, and Gemini

Capacity Planning a SaaS Chatbot API Across OpenAI, Claude, and Gemini

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8 min read
💀 The Most Dangerous Deletions Don't Break the Build. They Break the Deploy. An AI-Assisted Recovery Story 🤖

💀 The Most Dangerous Deletions Don't Break the Build. They Break the Deploy. An AI-Assisted Recovery Story 🤖

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7 min read
One bad Kafka record shouldn't crash a Flink Stateful Functions job

One bad Kafka record shouldn't crash a Flink Stateful Functions job

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3 min read
How to monitor third-party provider outages with two signals

How to monitor third-party provider outages with two signals

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4 min read
AI Will Be Wrong Sometimes. What Then?

AI Will Be Wrong Sometimes. What Then?

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3 min read
AWS & SRE Field Manual (Part 8): Amazon CloudWatch Architecture, Telemetry Pipelines & Production Observability

AWS & SRE Field Manual (Part 8): Amazon CloudWatch Architecture, Telemetry Pipelines & Production Observability

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4 min read
Scale Enterprise RAG: Vector DBs & Hybrid Search on Bare Metal

Scale Enterprise RAG: Vector DBs & Hybrid Search on Bare Metal

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4 min read
Building a Reliable Public Results Pipeline When Sources Update at Different Times

Building a Reliable Public Results Pipeline When Sources Update at Different Times

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4 min read
EU Speech-to-Text API Procurement: Compare Startup Pricing, SLOs, and Exit Tests

EU Speech-to-Text API Procurement: Compare Startup Pricing, SLOs, and Exit Tests

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7 min read
Our EKS Node Crashed and Four Auto-Recovery Mechanisms All Failed. Here's Why.

Our EKS Node Crashed and Four Auto-Recovery Mechanisms All Failed. Here's Why.

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7 min read
I Built a Disaster Recovery Tool Because Row Counts Lied to Me

I Built a Disaster Recovery Tool Because Row Counts Lied to Me

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5 min read
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