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Site Reliability Engineering

Site Reliability Engineering principles, practices, and culture.

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Game day on our build cluster: killing an AZ to test LLM flake detection

Game day on our build cluster: killing an AZ to test LLM flake detection

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4 min read
I got tired of writing post-mortems — so I built RCAi for SREs

I got tired of writing post-mortems — so I built RCAi for SREs

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1 min read
How an AI Terminal Assistant Became My Team's Most Productive Engineer - Opencode + Claude + MCP

Silent failure risks and maintenance costs

How an AI Terminal Assistant Became My Team's Most Productive Engineer - Opencode + Claude + MCP

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13 min read
Diagnosing KubeAPIErrorBudgetBurn: When a 7-Year-Old Disk Takes Down Your Control Plane

Diagnosing KubeAPIErrorBudgetBurn: When a 7-Year-Old Disk Takes Down Your Control Plane

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5 min read
The Reliability Roadmap: A 90-Day Plan for New SRE Teams

The Reliability Roadmap: A 90-Day Plan for New SRE Teams

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2 min read
Why Setting Up Observability Takes Forever (And What To Do About It)

Why Setting Up Observability Takes Forever (And What To Do About It)

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4 min read
Zero-Downtime Database Migrations

Zero-Downtime Database Migrations

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2 min read
Our PR-review bot kept hitting 429s. Bifrost key pooling fixed it.

Our PR-review bot kept hitting 429s. Bifrost key pooling fixed it.

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4 min read
Continuous batching wrecked our p99 latency. Here's the trace.

Continuous batching wrecked our p99 latency. Here's the trace.

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4 min read
10 production-grade alert rules for Cosmos validators (with real PromQL)

10 production-grade alert rules for Cosmos validators (with real PromQL)

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4 min read
When one reliability surface has to satisfy everyone

When one reliability surface has to satisfy everyone

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5 min read
DevOps vs SRE: Key Differences Explained [2026 Guide]

DevOps vs SRE: Key Differences Explained [2026 Guide]

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2 min read
Scaling On-Call When You Only Have 5 Engineers

Scaling On-Call When You Only Have 5 Engineers

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2 min read
Humanizing Artificial Intelligence for SRE Teams: Reducing Alert Fatigue With Smarter AI Guidance

Humanizing Artificial Intelligence for SRE Teams: Reducing Alert Fatigue With Smarter AI Guidance

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9 min read
A note on building reliability infrastructure for AI agents and why post-incident debugging matters more than pre-flight validation.

A note on building reliability infrastructure for AI agents and why post-incident debugging matters more than pre-flight validation.

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4 min read
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