📰 Medium · Machine Learning

A few months ago, I sat in a design review where a junior engineer suggested we rewrite our inference pipeline in Rust. Not a bad instinct… Continue reading on

A junior developer can now generate hundreds of lines of code in minutes. Continue reading on GoPenAI »

Learn how conversational test refinement helps automation engineers improve generated tests in seconds using natural language instructions. Continue reading on

Building practical AI. Exploring open source. Learning in public. Continue reading on Medium »

The silent shift from problem-solving to prompt engineering Continue reading on Artificial Intelligence in Plain English »

The AI mouth is usually fine. What makes it look fake is the half-inch of skin around it. Continue reading on Medium »

Bir yapay zeka algoritması kredi başvurunuzu reddettiğinde veya size yanlış bir tıbbi teşhis koyduğunda, ona ‘Neden?’ diye sorabilseydiniz… Continue reading on

I gave two of the strongest AI coding models the same job, build me a 3D Minecraft-style voxel game, and let each one run. Continue reading on Towards AI »

The biggest mistake wasn’t using AI. It was forgetting that I was still the developer. Continue reading on Medium »

Artificial intelligence has made it easier than ever to build impressive demonstrations. With today’s AI models, a developer can generate… Continue reading on M

AI is changing software development faster than ever. Learn why AI engineers are in demand, what employers expect, and how developers can… Continue reading on M

Your AI Product’s Cost Per Request Is About to Double — And Nobody Told You. Continue reading on GoPenAI »

ix months ago I handed an AI a half-formed idea and asked it to write the article. It came back polished, structured, grammatically… Continue reading on AI Engi

The software engineer interview process at an AI startup isn’t the same as what you’d experience at Google or Microsoft. It’s faster, less… Continue reading on

Why fraud teams need more than a confidence score Continue reading on Medium »

I Stopped Prompting AI. Now It Prompts Itself — While I Sleep. Continue reading on Medium »

Most of what an AI coding assistant does all day is not hard. It is autocomplete, boilerplate, docstrings, test scaffolding, quick… Continue reading on Towards

Build an AI code reviewer that matches pull requests against your OpenTelemetry traces and past incidents using GitHub Copilot, Elastic… Continue reading on Sta

The new environment-free, multi-agent verifier that matches execution-based RL performance without running a single line of code. Continue reading on CodeToDepl

When everyone on your team can generate working code with AI tools, the bottleneck shifts. Continue reading on Medium »

If you’ve spent any time running large language models (LLMs) locally, editing high-resolution video, or working with generative AI… Continue reading on Medium

Your build is finished except for one part. The tab has been open since January. It refreshes to the same rumor every time you check it… Continue reading on Med

A self-refining Gemini-powered agent, five real-world Python tasks, a +12.2 Continue reading on Towards AI »

Real numbers from production workloads, complete code you can run today, and the case for Rust in modern AI deployment Continue reading on Medium »