Practical Engineer | Where AI meets practical development solutions

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

Frustrated man and woman throwing popcorn in the air while watching a pixelated action scene on TV, highlighting poor video q

EnCodex: How AI is Revolutionizing Video Streaming Quality

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

On the left side, against an orange background, a stressed-out developer with glasses sits at a computer looking overwhelmed.

My Terminal AI Sidekick: Building Djin To Reclaim Coding Time

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

Practical Engineer

Where AI meets practical development solutions.

Latest

A visualization showing colorful network clusters resembling glowing spheres floating above sunset clouds. Multiple human sil

Watch 5 AI Frameworks Evolve: A Stunning Visual History

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

A female developer with glasses and curly hair works at her desk in warm, ambient lighting. She’s focused on multiple screens

Good News, Devs: AI Makes You More Valuable

5 Essential AI skills to boost your career today

A 3D rendered scene of a cute white robot with blue accents and headphones, playfully hovering over a Stream Deck device. The

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

A person wearing a blue jacket and backpack stands in a dimly lit server room corridor. They face away from the camera, looki

The Friendly Hacker Who Saved Our Company

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

A DevOps engineer wearing a protective helmet with headset and “DE000” marking focuses intently on monitoring screens display

Anthropic MCP: Extinguish Encoding Fires & Sleep Soundly

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

A silhouette of a photographer with a tripod captures a cityscape at sunset. The city skyline glows with lights against an or

Unlock Stunning Photo Locations With This AI-Powered Agent

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

A developer uses KubeVox, speaking into a microphone to control Kubernetes. Two monitors show dashboards and a llama image. A

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.

The image features a close-up of a human face, specifically the lips and nose, rendered in a futuristic digital mesh style. T

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.

Hands holding smartphone photographing stack of books with magical glowing particles floating in air. Dark room with bookshel

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

Transform a bookshelf photo into your personalized reading guide.

A person in a white collared shirt looks upward, illuminated by cyan-blue light from floating text boxes scattered across a d

GitSage: An AI Agent for Automated Release Notes

Turn messy commit messages into polished release notes automatically

A 3D-rendered image of a translucent Rubik’s Cube glowing with neon colors of blue, pink, yellow, and green, reflecting on a

Building Your Own DI Framework in Python — From Principles to Practice

A deep dive into Composition, Lifecycle management, and Interception

See all