Testing GSD: From a Docs-Only Repo to Working Go Code in One Session

Introduction I have been experimenting with Spec-Driven Development for a while now. If you are not familiar with the approach, I have a few articles tagged spec-kit that cover the theory and a real hands-on walkthrough where I built a Go TUI for Apple Container management. The short version: instead of vibe-coding with an LLM and hoping for the best, you invest upfront in a structured specification, then let the AI work against that spec. The results are measurably different. ...

April 13, 2026 · 19 min · 3968 words · Matteo Bisi

Evaluating Oss Security Fresh Editor s2c2f

It’s December 27th, and like most of you, I’m somewhere between “fully checked out for the holidays” and “can’t stop tinkering with new tools on my laptop.” Nobody’s at work. Teams is shut down and Slack is quiet. The corporate VPN can wait until January. But my curiosity? That’s working overtime. A couple of weeks ago, I discovered Fresh, a Rust-based terminal text editor that feels like it was designed specifically for people like me who live in terminals. Here’s what caught my attention: ...

December 27, 2025 · 10 min · 2034 words · Matteo Bisi

Understanding the Power of SBOMs: Insights from OpenSSF's White Paper

OpenSSF, the Open Source Security Foundation, is an influential collaborative initiative under the Linux Foundation dedicated to improving open source software security. Bringing together industry leaders, security experts, and developers, OpenSSF drives broad community efforts to address vulnerabilities, foster best practices, and enhance transparency across software supply chains. Among its standout contributions is the advocacy and tooling development around Software Bill of Materials (SBOMs), which have rapidly become indispensable for managing security risks in modern software ecosystems. ...

October 3, 2025 · 5 min · 928 words · Matteo Bisi