Practical AI Engineer

Father and son collaborating at a laptop in a workshop, surrounded by technical equipment and racing sim components, with nat

How My Son and I Built a Racing Empire with 4847 Words (Using AI)

The 4847 word specification that built MySimRig.nl in an afternoon It started on one of those Dutch afternoons that can’t decide between drizzle and despair. The sky sagged low, the air smelled faintly of rubber and burnt coffee, and my office looked like a garage that had lost

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The Day I Killed the OK-Gnome and Nearly Caused a Harbor Riot

Modal dialogs, angry dockworkers, and why process names lie

A cute blue robot wearing a winter hat sits at a laptop computer, holding a steaming mug of coffee. The scene shows a cozy ni

Introducing Nibble: The AI That Improves Your Code One Bite at a Time

While you sleep, your code gets (slightly) better

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The Click That Crashed a Hospital

I flicked the switch, the wards went dark, here’s why your “just reboot it” reflex can kill

A couple sits together on a couch in a cozy living room, watching a streaming service on their large wall-mounted TV. The wom

Skip Intro at Scale: How I Built Netflix’s Missing Feature for $0.30 per Movie

Combining GPT-4o mini and Gemini Pro 2.5 to detect intros 20× cheaper than Amazon Rekognition

Two frustrated developers stare at a large monitor displaying a dashboard titled ‘FAILING TESTS’. The screen shows twelve tes

Beyond Brittle: Building Resilient UI Testing

How we combined Playwright, OmniParser, and the OpenAI Agents SDK to end our maintenance nightmares

A focused software developer in a dimly lit office types on a back‑lit keyboard; one monitor shows a red warning triangle, an

NIS2: What Every Developer and Tech Lead Needs To Know Right Now

Your roadmap through the NIS2 regulatory landscape

Illustration showing a stylized blue neural network brain on the left facing an EU-branded gavel on the right, symbolizing th

EU AI Act: Builders and Deployers, Both on the Hook

What every developer, ML engineer, and tech lead needs to know right now

Two software developers engaged in serious discussion at a café table. One person in a light blue button-up shirt holds a cof

AI‑Ready Software Architecture: Ship Faster by Design

Proven patterns that keep AI coding and you shipping

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EnCodex: How AI is Revolutionizing Video Streaming Quality

How Google Gemini Pro 2.5 makes smart video optimization simple and accessible

Practical AI Engineer

Thoughts, stories and ideas.

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My Terminal AI Sidekick: Building Djin To Reclaim Coding Time

Building a terminal AI to manage Jira, time tracking, and tasks without context switching

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Watch 5 AI Frameworks Evolve: A Stunning Visual History

See how open-source AI gets built, commit by commit

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Good News, Devs: AI Makes You More Valuable

5 Essential AI skills to boost your career today

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15 Buttons to AI Chaos: Build a Connect 3 Stream Deck Game

Level Up Your Stream Deck: How I Added AI Smart to a Classic Game

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The Friendly Hacker Who Saved Our Company

One careless checkbox, 1,000 exposed customer devices, and the security breach that changed everything

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Anthropic MCP: Extinguish Encoding Fires & Sleep Soundly

Build your own real-time DevOps assistant to slash troubleshooting time and keep our streaming service online

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Unlock Stunning Photo Locations With This AI-Powered Agent

A hands-on guide to building ShutterScout.AI using Hugging Face’s SmolAgents framework

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KubeVox: Sub-200ms Kubernetes Voice Control with Local Llama 3

Build a low-latency, privacy-focused Kubernetes voice interface using Llama 3 and local inference—a step-by-step guide.

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Affordable KubeWhisper: Simple Voice Control for Kubernetes Clusters

Local speech-to-text meets DeepSeek V3 for cost-effective Kubernetes voice

Whisper to Your Kubernetes Cluster: Building KubeWhisper, the Voice-Activated AI Assistant

Simpler Kubernetes management, powered by voice and the Realtime OpenAI API.

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Unlock Your Next Read: AI Agent-Powered Book Recommendations From Your Bookshelf

Transform a bookshelf photo into your personalized reading guide.

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GitSage: An AI Agent for Automated Release Notes

Turn messy commit messages into polished release notes automatically

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