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Site Reliability Engineering

Site Reliability Engineering principles, practices, and culture.

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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
Observability in 2026: Distributed Tracing Replaced Logs, and OpenTelemetry Won

Observability in 2026: Distributed Tracing Replaced Logs, and OpenTelemetry Won

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5 min read
Why Most “Senior” DevOps Engineers Are Building Fragile Infrastructure — And Why the Industry Rewards It

Why Most “Senior” DevOps Engineers Are Building Fragile Infrastructure — And Why the Industry Rewards It

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4 min read
The Human-in-the-Loop SRE: Designing Automation Escalation Policies for AI-Assisted Operations

The Human-in-the-Loop SRE: Designing Automation Escalation Policies for AI-Assisted Operations

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15 min read
Runbook Automation: From 45-Minute Fixes to 90-Second Recoveries

Runbook Automation: From 45-Minute Fixes to 90-Second Recoveries

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2 min read
AI SRE and AI DevOps: different problems, one reliability stack

AI SRE and AI DevOps: different problems, one reliability stack

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6 min read
Reading the Prompt You Did Not Send: Detection at the Inference Boundary

Reading the Prompt You Did Not Send: Detection at the Inference Boundary

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5 min read
The Infrastructure Team Is the Real Single Point of Failure

The Infrastructure Team Is the Real Single Point of Failure

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7 min read
Error Budgets in Practice: A No-BS Guide

Error Budgets in Practice: A No-BS Guide

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2 min read
Auto-verifying your AI-SRE's fixes (Part II): HolmesGPT end-to-end on a real cluster

Auto-verifying your AI-SRE's fixes (Part II): HolmesGPT end-to-end on a real cluster

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5 min read
Reliability, Failures & Designing a Payment API: System Design Journey... Week 4

Reliability, Failures & Designing a Payment API: System Design Journey... Week 4

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3 min read
Stop paying for idle GPUs in your CI: batching LLM eval jobs

Stop paying for idle GPUs in your CI: batching LLM eval jobs

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4 min read
3am Incident Response: What I Learned from 200+ Pages

3am Incident Response: What I Learned from 200+ Pages

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2 min read
Go Panics, Controlled: Boundaries That Protect Users

Go Panics, Controlled: Boundaries That Protect Users

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6 min read
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