Spec-Kit on Cloud Native & Open Source: A Team Lead’s Working Journal https://www.msbiro.net/tags/spec-kit/ Recent content in Spec-Kit on Cloud Native & Open Source: A Team Lead’s Working Journal Cloud Native & Open Source: A Team Lead’s Working Journal https://www.msbiro.net/%3Clink%20or%20path%20of%20image%20for%20opengraph,%20twitter-cards%3E https://www.msbiro.net/%3Clink%20or%20path%20of%20image%20for%20opengraph,%20twitter-cards%3E Hugo -- 0.164.0 en-us Thu, 02 Apr 2026 08:00:00 +0000 Hardening ACTUI: Dependabot and OpenSSF Scorecard for a Side Project https://www.msbiro.net/posts/actui-security-hardening-dependabot-openssf-scorecard/ Thu, 02 Apr 2026 08:00:00 +0000 https://www.msbiro.net/posts/actui-security-hardening-dependabot-openssf-scorecard/ Back from KubeCon EU 2026 with a free Copilot Pro+ subscription, I turned my attention to the security posture of apple-container-tui. Here's how I added Dependabot and OpenSSF Scorecard using GitHub Actions, spec-kit, and the GitHub CLI. GitHub Copilot: The High-ROI Multi-Model Powerhouse https://www.msbiro.net/posts/github-copilot-roi-multi-model-roi/ Tue, 17 Mar 2026 10:00:00 +0000 https://www.msbiro.net/posts/github-copilot-roi-multi-model-roi/ Why GitHub Copilot Pro is currently the best value for developers, offering instant access to SOTA models like Claude 4.6 Sonnet and GPT-5.4, plus a look at Enterprise administration. ACTUI Follow-Up: Submenus and Image Management https://www.msbiro.net/posts/actui-follow-up-team-usage-enhancements/ Fri, 27 Feb 2026 06:00:00 +0000 https://www.msbiro.net/posts/actui-follow-up-team-usage-enhancements/ Follow-up on Apple Container Terminal UI: new submenus, dedicated image management, and iterative improvements driven by real usage. Testing Spec-Kit: Building a Functional Container TUI in 2.5 Hours https://www.msbiro.net/posts/spec-kit-hands-on-apple-container-tui/ Thu, 12 Feb 2026 00:00:00 +0000 https://www.msbiro.net/posts/spec-kit-hands-on-apple-container-tui/ A hands-on journey building apple-container-tui from empty repository to working Go binary in 2.5 hours using spec-kit 0.1.0. Testing spec-driven development with a real POC. GitHub Spec-Kit: Why Structured AI Development Beats Vibe Coding https://www.msbiro.net/posts/github-spec-kit-spec-driven-development/ Wed, 21 Jan 2026 09:23:27 +0000 https://www.msbiro.net/posts/github-spec-kit-spec-driven-development/ A DevSecOps team leader's perspective on GitHub Spec-Kit, spec-driven development, and why structured AI workflows matter for compliance, auditability, and team collaboration.