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# devops

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

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Migrating From a JSON Column to a Proper Schema in Postgres

Migrating From a JSON Column to a Proper Schema in Postgres

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6 min read
Celery + Redis at Scale: Designing a Reliable and Efficient Task Queue in Production

Celery + Redis at Scale: Designing a Reliable and Efficient Task Queue in Production

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10 min read
What Is Sovereign?

What Is Sovereign?

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5 min read
How I Stopped Chasing Production Errors Before My Coffee Got Cold

How I Stopped Chasing Production Errors Before My Coffee Got Cold

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5 min read
Postgres Database, Data Types in Postgres , and The Write Penalty (2026)

Postgres Database, Data Types in Postgres , and The Write Penalty (2026)

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7 min read
Should Small Teams Even Bother with Kubernetes?

Should Small Teams Even Bother with Kubernetes?

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4 min read
When my RL agent started writing about Star Wars instead of fixing servers

When my RL agent started writing about Star Wars instead of fixing servers

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9 min read
Observability as Code: Managing Dashboards and Alerts with Terraform

Observability as Code: Managing Dashboards and Alerts with Terraform

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2 min read
Load Testing with k6: From First Script to CI Pipeline Integration

Load Testing with k6: From First Script to CI Pipeline Integration

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7 min read
How I Built a Real-Time Crypto Arbitrage Dashboard with FastAPI & WebSockets

How I Built a Real-Time Crypto Arbitrage Dashboard with FastAPI & WebSockets

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2 min read
Building a Resilient NDVI Pipeline with Redis Streams (Event-Driven Architecture)

Building a Resilient NDVI Pipeline with Redis Streams (Event-Driven Architecture)

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3 min read
Prowler is great. Here's what to do with 400 findings.

Prowler is great. Here's what to do with 400 findings.

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4 min read
The agent didn't malfunction. The access was wrong.

The agent didn't malfunction. The access was wrong.

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2 min read
Why Diff Tools Lie: Detecting Hidden File Changes with PowerShell Hash Verification

Why Diff Tools Lie: Detecting Hidden File Changes with PowerShell Hash Verification

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8 min read
I stopped writing runbooks. I built an AI that does it from my actual code instead.

I stopped writing runbooks. I built an AI that does it from my actual code instead.

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2 min read
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