- 6 min read
Preparing your team for the AI era: why 90% of corporate AI projects end up in the trash
Most enterprise AI pilots fail. Armağan Amcalar breaks down the systemic failures behind them, and what it takes to be in the 10%.

AI
How AI fits into real software work, and what it takes to get a team ready for it.
Most enterprise AI pilots fail. Armağan Amcalar breaks down the systemic failures behind them, and what it takes to be in the 10%.

Coyotiv's cohorts are increasingly filled with 3-5 year industry veterans, not just beginners. Armağan Amcalar on why the definition of a software engineer has permanently changed in the AI era.

AI can generate code, but what makes a software education actually valuable? Three defining markers of an engineering education that builds resilient professionals, from Coyotiv CEO Armağan Amcalar.

Information is no longer scarce — it's a flood. Coyotiv CEO Armağan Amcalar on why the future belongs to engineers who learn exactly what they need, exactly when they need it.

OpenAI's and Palantir's manifestos debate AI as social welfare or statecraft. Coyotiv CEO Armağan Amcalar proposes something more personal: a "Universal Athens" where AI agents free every professional to become an architect.

AI has taken over the bricklaying. Today's software engineers must become the architects of the future, and that changes everything about how we learn.

What ChatGPT can do for software engineers, where it falls short, and why it won't replace them.