Armin Ayat — WritingNotes, essays, and technical writing by Armin Ayat.https://www.arminayat.com/en-usCompounding, Not Autonomyhttps://www.arminayat.com/blog/compounding-not-autonomy/https://www.arminayat.com/blog/compounding-not-autonomy/Autonomy is the goal. Compounding is how agents actually earn it.Wed, 15 Jul 2026 00:00:00 GMTThe Real Lock-In Is the Model's Voice, Who Would Have Thought?https://www.arminayat.com/blog/model-voice-is-the-real-lock-in/https://www.arminayat.com/blog/model-voice-is-the-real-lock-in/In AI products, switching providers is not just a backend change. Sometimes it feels like replacing the mind behind the interface.Wed, 15 Apr 2026 00:00:00 GMTI'm Betting on Teams, Not Toolshttps://www.arminayat.com/blog/betting-on-teams-not-tools/https://www.arminayat.com/blog/betting-on-teams-not-tools/Every tool you adopt is a long-term relationship with the people who build it. Choose accordingly.Tue, 31 Mar 2026 00:00:00 GMTKnow the Layer Beneathhttps://www.arminayat.com/blog/know-the-layer-beneath/https://www.arminayat.com/blog/know-the-layer-beneath/AI coding agents are just another abstraction layer. The engineers who thrive will be the ones who understand what's underneath.Sat, 28 Mar 2026 00:00:00 GMT