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Site Reliability Engineering

Site Reliability Engineering principles, practices, and culture.

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When one reliability surface has to satisfy everyone

When one reliability surface has to satisfy everyone

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5 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
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
Kubernetes Upgrades Without Downtime

Kubernetes Upgrades Without Downtime

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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
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
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
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
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
Go Panics, Controlled: Boundaries That Protect Users

Go Panics, Controlled: Boundaries That Protect Users

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6 min read
What is an AI SRE? Definition, Capabilities, and 2026 Buyer's Lens

What is an AI SRE? Definition, Capabilities, and 2026 Buyer's Lens

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12 min read
DNS: The SRE's Most Underrated Skill

DNS: The SRE's Most Underrated Skill

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2 min read
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