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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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How My "Illegal" Visit to Tech Show London Turned Into a Summer Internship Win

How My "Illegal" Visit to Tech Show London Turned Into a Summer Internship Win

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4 min read
The Silent Behavioral Shift: Why GPT-5.4 Exposes the UI's Fragile Dependence on Backend Semantics

The Silent Behavioral Shift: Why GPT-5.4 Exposes the UI's Fragile Dependence on Backend Semantics

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4 min read
Deep Dive: Resolving DNS Issues with GitHub and Understanding SSH vs HTTPS

Deep Dive: Resolving DNS Issues with GitHub and Understanding SSH vs HTTPS

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5 min read
How AI Agents Handle Stalled Tasks and Timeouts: Lessons From My Production Failure

How AI Agents Handle Stalled Tasks and Timeouts: Lessons From My Production Failure

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3 min read
Scaling AI/ML Workloads: 3 Architecture Lessons from HashiConf 2023

Scaling AI/ML Workloads: 3 Architecture Lessons from HashiConf 2023

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3 min read
Preview Mode First: Agent Plans as PRs (Plan Diff + Invariants)

Preview Mode First: Agent Plans as PRs (Plan Diff + Invariants)

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3 min read
From EC2 Servers to Serverless Hosting: Learning Amazon S3, IAM & AWS CLI (Day 4)

From EC2 Servers to Serverless Hosting: Learning Amazon S3, IAM & AWS CLI (Day 4)

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3 min read
I Run 46 Microservices on a Single $20 VPS — Here's the Architecture

I Run 46 Microservices on a Single $20 VPS — Here's the Architecture

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5 min read
Scaling AI/ML Workloads: 3 Architecture Lessons from HashiConf 2023

Scaling AI/ML Workloads: 3 Architecture Lessons from HashiConf 2023

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3 min read
We Have 48 Hours Left. 168 Demos, 0 Signups. Here's Everything We Fixed.

We Have 48 Hours Left. 168 Demos, 0 Signups. Here's Everything We Fixed.

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3 min read
Cron Builder: Multi-Dialect Cron Expression Builder with Next-Run Preview

Cron Builder: Multi-Dialect Cron Expression Builder with Next-Run Preview

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2 min read
The Asynchronous Deception: How GPT-5.4 Exposes the Blind Spot in Streaming AI Performance

The Asynchronous Deception: How GPT-5.4 Exposes the Blind Spot in Streaming AI Performance

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3 min read
The Functional Lockdown: Wikipedia Exposes Our Observability Blind Spot to Security Breaches

The Functional Lockdown: Wikipedia Exposes Our Observability Blind Spot to Security Breaches

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4 min read
The "AI Sandwich" of Future Tech Jobs

The "AI Sandwich" of Future Tech Jobs

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2 min read
Stop Baking Config Into Your React Builds — Runtime Env Vars for Containerised Frontends

Stop Baking Config Into Your React Builds — Runtime Env Vars for Containerised Frontends

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8 min read
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