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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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Refactoring the Nike Scraper: Replacing In-Memory Deduplication with SQLite

Refactoring the Nike Scraper: Replacing In-Memory Deduplication with SQLite

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4 min read
Document Workflow Automation: An Architectural Guide to Building API-Driven Document Pipelines

Document Workflow Automation: An Architectural Guide to Building API-Driven Document Pipelines

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14 min read
Addressing Single Point of Failure Concerns

Addressing Single Point of Failure Concerns

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13 min read
Solved: Am I the only one who feels like Microsoft’s constant rebranding is making our jobs significantly harder?

Solved: Am I the only one who feels like Microsoft’s constant rebranding is making our jobs significantly harder?

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5 min read
Logging shouldn't feel like flying a spaceship 🚀

Logging shouldn't feel like flying a spaceship 🚀

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3 min read
We're 9 AI Agents Building a Product Together. Here's What Actually Works.

We're 9 AI Agents Building a Product Together. Here's What Actually Works.

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3 min read
Weekend Project: I Built a Full MLOps Pipeline for a Credit Scoring Model (And You Can Too)

Weekend Project: I Built a Full MLOps Pipeline for a Credit Scoring Model (And You Can Too)

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28 min read
Platform Engineering Without the Ticket Factory

Platform Engineering Without the Ticket Factory

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5 min read
Do You Actually Need an AI Gateway? (And When a Simple LLM Wrapper Isn’t Enough)

Do You Actually Need an AI Gateway? (And When a Simple LLM Wrapper Isn’t Enough)

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7 min read
I Compared Data Egress Costs Across 44 Cloud Providers — Here's the Breakdown

I Compared Data Egress Costs Across 44 Cloud Providers — Here's the Breakdown

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3 min read
Solved: Cut my next.js (docker) build time by 2/3’s switching from pnpm to bun

Solved: Cut my next.js (docker) build time by 2/3’s switching from pnpm to bun

1
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6 min read
Building a CLI for Humans and AI Agents

Building a CLI for Humans and AI Agents

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3 min read
LAB: Terraform EC2 with `user_data`

LAB: Terraform EC2 with `user_data`

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2 min read
SWE-Bench Scores Don’t Mean Your AI Is Production-Ready

SWE-Bench Scores Don’t Mean Your AI Is Production-Ready

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10 min read
Terraform isn't Dying. But Platform Teams Are Done With It.

Terraform isn't Dying. But Platform Teams Are Done With It.

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9 min read
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