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Tutorials, performance notes, open source releases and more from the path into production. Practical learnings developed by engineers, for engineers.

Mappings don't carry meaning: Building a research agent that actually understands your data
Alfonso Graziano, Pasquale Carmine Carbone · 27 Aug 2026 · 15 min read

Terminal velocity: the shell tools that make Claude Code fly
Giorgio Vilardo · 6 Aug 2026 · 19 min read

Stop onboarding. Start shipping: how to master legacy code in 20 minutes.
Carmine Sacco · 21 May 2026 · 8 min read

Soloper: compressing the development phase of a mobile-to-web port with GitHub Copilot
Matteo Pietro Dazzi · 12 May 2026 · 10 min read

Why I'll never go back to vibe coding: A developer's case for spec-driven development
Umar Gora · 29 Apr 2026 · 4 min read

Why plan mode is not enough: better outcomes with spec-driven development
Luca Lanziani · 18 Mar 2026 · 4 min read
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Agile changed the world. Now it's AI-native engineering’s turn
Jeremy Vianna · 16 Apr 2026 · 5 min read

The death of the ‘decision committee’: Moving to AI-native governance
Ciarán Cosgrave · 22 Apr 2026 · 4 min read

