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Site Reliability Engineering

Site Reliability Engineering principles, practices, and culture.

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Synced, Healthy, Running, Wrong

Synced, Healthy, Running, Wrong

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9 min read
Code Review Retrieval Explained: Simple Semantic and Keyword Search with Portable Reranking

Code Review Retrieval Explained: Simple Semantic and Keyword Search with Portable Reranking

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7 min read
Scaling Chaos Engineering Across Kubernetes Clusters with Krkn Operator

Scaling Chaos Engineering Across Kubernetes Clusters with Krkn Operator

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3 min read
Why I Chose Text Classification Tagging APIs: OpenAI, Claude, Gemini JSON Accuracy

Why I Chose Text Classification Tagging APIs: OpenAI, Claude, Gemini JSON Accuracy

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8 min read
Generated Report Delivery — Bulk Email, SMS, Queue Workers, and Cron Reconciliation

Generated Report Delivery — Bulk Email, SMS, Queue Workers, and Cron Reconciliation

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7 min read
Password Recovery Messaging: Localized HTML Previews Through a Transactional API

Password Recovery Messaging: Localized HTML Previews Through a Transactional API

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8 min read
Authenticated Node.js Web Chatbot Backend Validates Streaming Reviews (Without an SDK)

Authenticated Node.js Web Chatbot Backend Validates Streaming Reviews (Without an SDK)

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9 min read
Error Budget as a Change Gate: A Decision-Theoretic Model for Release Risk

Error Budget as a Change Gate: A Decision-Theoretic Model for Release Risk

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11 min read
Template Ownership for Multi-Tenant SaaS Welcome Emails and Domain Management

Template Ownership for Multi-Tenant SaaS Welcome Emails and Domain Management

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9 min read
The Health Check That Watched the Wrong Thing

The Health Check That Watched the Wrong Thing

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10 min read
Break a kind cluster on purpose, then watch an Observe agent

Break a kind cluster on purpose, then watch an Observe agent

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3 min read
Stop paging on every kubelet Event: Incidents + confidence gates

Stop paging on every kubelet Event: Incidents + confidence gates

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3 min read
Capacity Planning Without ML: The 80/20 Approach

Capacity Planning Without ML: The 80/20 Approach

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2 min read
Postmortems that don't suck: the template we actually use (steal it)

Postmortems that don't suck: the template we actually use (steal it)

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5 min read
The Twenty-Hour Fuse

The Twenty-Hour Fuse

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7 min read
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