Explore all articles, stories, and deep dives unlocked through Freedium. Clean editorial typography, permanent community archive, zero paywalls.
When the White House publishes a cybersecurity report recommending a programming language over industry standards like C and C++, you pay attention. That happened in February 2024, when the US government officially endorsed Rust for…
How to know what's trending in your niche (without scrolling for hours) 📡Here are the tools that *actually* work.Tom OrbachNov 06, 2025∙ Paid8863ShareI’m going to show you exactly how I spot trends before 99% of…
Most AI projects that rise quickly on GitHub offer a sharp promise. A new model. A clever benchmark. A demo that does one thing unusually well. VoiceStudio’s promise is messier, which is why it is…
I switched because the daily loop mattered more than the headline model war. Rate limits, latency, tool reliability, and how well the agent keeps going over a long task ended up mattering more than any…
A few days ago I published a result I was pretty proud of: Qwen3.8–27B running at a max of 100 tokens per second on a single RTX 3090 Ti. That number felt like the ceiling…
I recently needed to access a Linux virtual machine remotely, but it didn’t have a public IP address. I decided to use frp (there are a few other ways), a reverse proxy tool that can…
Bad developers do not write most bad APIs. Rushed developers do. I know because I have built a few of them. And one of them still runs in production and requires constant rewriting. Last quarter…
Not a Medium Member? “Read For Free” When you start building bigger SwiftUI apps, your views can get messy quickly. One screen loads data, another shows errors, a third handles button taps, and before long…
Introduction Vector databases are specialized systems for storing and retrieving vector embeddings numerical representations of data (text, images, audio, video, etc.) in a high-dimensional space. These databases enable semantic queries instead of exact keyword matching,…
Whether you’re starting from scratch or transitioning from software engineering, here’s a structured roadmap to learn the skills companies actually expect from AI Engineers in 2026. I help developers master Claude Code through practical resources…
