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Introduction Hobby servos are known for their low price, accessibility, and ease of use. However, it’s no secret that they are not meant for ultra high-precision tasks. What kind of tasks c
This article is a re-publication of Rei-AIOS Paper 115 for the dev.to community. The canonical version with full reference list is in the permanent archives below: Zenodo (DOI, canonical): https:/
Did you know that over 100 million people speak Amharic, yet there's virtually no conversational AI built specifically for this language? When I started building Ivy, an AI tutor for Ethiopian student
Is it just a loud snore, or is it a silent killer? Sleep Apnea affects millions worldwide, yet many remain undiagnosed. While medical-grade polysomnography is the gold standard, we can leverage modern
A Cross-OS Port Finder in Rust — One CLI, Three Completely Different Data Formats A tiny Rust CLI that answers "who is holding port 3000?" on macOS, Linux and Windows with the same flags a
The Discovery Overload Problem You’re buried in thousands of pages of discovery. The clock is ticking, and the nagging fear of missing a crucial piece of exculpatory evidence—your client’s
FHE has a precision-testing problem, and random testing misses it If you compile an ML model to run under Fully Homomorphic Encryption, the encrypted and plaintext versions should give the
How a $4.2M production outage taught us that proper context timeout implementation isn’t just good practice — it’s critical financial… Go Context Timeouts That Save Real Money
I've been building AI tooling infrastructure to empower a team of 50+ software engineers to do vibe coding safely. We went from 3 engineers using AI full-time to 50+ in 6 months — including non-engine
Why I Built an AI Visibility Tool When Semrush Already Had One Semrush shipped their GEO tool first. So did Otterly. So did half a dozen enterprise SEO suites. So when people ask why I buil
I'm a software developer who cares about clear, reliable, and useful products. Day to day, I work across the stack with a strong focus on maintainable code, solid interfaces, and performance—the kind
Introduction Part 1 covered CC's launch modes, CLAUDE.md configuration, and multi-task concurrency — all at the "how to use it" level. This part goes one layer deeper: how to make CC fit y
Last month I was sitting in a client's office — no Wi-Fi, a locked-down corporate laptop, and a deadline to rewrite 40 API endpoint descriptions. Every cloud-based AI tool I normally rely on was compl
I did not start out trying to build something impressive. If I am being honest, I just wanted to build something that actually worked… without trying to squeeze money out of people for basic features
This article was originally published on Ciro Cloud. Read the full version here. Deployment failures cost enterprises an average of $300,000 per incident. Most could be prevented with the right platf
The Problem Nobody Talks About There are 3 billion smartphone users in emerging markets. Millions of government apps serving citizens in Pakistan, India, UAE, Nigeria, Kenya, Brazil, and be
We've all been there. Your app is sending requests to a third-party API, something's going wrong, and all you can see in your browser's Network tab is a bunch of opaque responses that tell you absolut
Alright, let’s talk about AI coding. If you’ve been using ChatGPT, Codex, Claude… whatever your weapon of choice is — you’ve probably felt this already. Sometimes it’s insane. Like… how did it just wr
If you still think of GitHub Copilot as "the thing that autocompletes your code," you're about two years behind. That's not a criticism - the product has changed faster than most people's mental model
Founders rarely fail because they lack tools. They fail because context leaks everywhere. An investor call happens on Monday. A customer complaint lands on Wednesday. A hiring candidate mentions a sa