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Content centering around the shifting left of responsibility, deconstruction of responsibility silos, and the automation of repetitive work tasks.

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I blamed the URL. The variable was which seat asked.

I blamed the URL. The variable was which seat asked.

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9 min read
When Green Browser Tests Lie: Environment Drift, CI Noise, and Hidden Runtime Failures

When Green Browser Tests Lie: Environment Drift, CI Noise, and Hidden Runtime Failures

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6 min read
OpenTelemetry API vs. SDK: Why the Difference (and Your Instrumentation) Matters

OpenTelemetry API vs. SDK: Why the Difference (and Your Instrumentation) Matters

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5 min read
Which AI APIs go down most? Data from 6 weeks monitoring 77 services

Which AI APIs go down most? Data from 6 weeks monitoring 77 services

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4 min read
Identity Infrastructure: Why Credentials Are the Layer Directories Don't Secure

Identity Infrastructure: Why Credentials Are the Layer Directories Don't Secure

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9 min read
Pre-flight Gates for Local LLM Operations

Pre-flight Gates for Local LLM Operations

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9 min read
Designing an On-Call Schedule That Doesn't Burn Out Your Team

Designing an On-Call Schedule That Doesn't Burn Out Your Team

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3 min read
Cleaning Up Feature Flags: The Art of Not Leaving a Mess

Cleaning Up Feature Flags: The Art of Not Leaving a Mess

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3 min read
Do you access a server with username and password? It's a combination padlock facing the street

Do you access a server with username and password? It's a combination padlock facing the street

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9 min read
The auth check I decided not to write, and the test that keeps it unwritten

The auth check I decided not to write, and the test that keeps it unwritten

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6 min read
I Couldn't Find a Set-and-Forget Monitoring API, So I Built One With Webhook Alerts

I Couldn't Find a Set-and-Forget Monitoring API, So I Built One With Webhook Alerts

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3 min read
Don't just ping that the backup ran — send how long it took

Don't just ping that the backup ran — send how long it took

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2 min read
What 60 documented AI agent failures reveal about coding-agent risk

What 60 documented AI agent failures reveal about coding-agent risk

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3 min read
AWS EC2 Hands-On Lab

AWS EC2 Hands-On Lab

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7 min read
How to Run a Real-Time API Across 10 Global Regions on GKE — Without Duplicating Your Manifests

How to Run a Real-Time API Across 10 Global Regions on GKE — Without Duplicating Your Manifests

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12 min read
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