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developers must become AI orchestrators


A symphony isn’t great because of any one instrument. It’s great because someone knew how to bring all the instruments together.

That’s the role of the AI-era developer: the orchestrator.

What is an orchestrator? In the world of classical music, it is the person—typically a composer—who organizes what instruments in a symphony orchestra play what parts. They are responsible for deciding who takes what melody where, what instruments establish the harmony, and where the countermelodies are. They have a tremendous amount of creativity and control over how the music ends up sounding.

The ironic thing? Most orchestrators today can’t play every instrument—but they don’t need to.

That high trumpet part? Nope. The fast clarinet runs? Not even.

They can’t play every part, but they understand each instrument’s strengths and quirks: that the brass overpower the strings, that B–C trills are tricky for clarinetists, that violists have a… complicated relationship with intonation.

They don’t need to execute every part—they just need to know how it all fits together.

Just like an orchestrator knows when to bring in the strings or let the horns lead, AI-era developers must know when to reach for Kubernetes over Docker Compose, when to fine-tune a model versus swap it out, when to trust an LLM agent—or build a rule-based fallback.

These are the developers who can assemble a symphony of tools and ideas—and build truly remarkable products.

The tectonic plates of software development are shifting fast. AI, automation, and abstraction are reshaping the landscape. In this new world, the edge doesn’t come from knowing every command—it comes from knowing how to make the parts play in harmony.

We must shift how we see ourselves as software developers. We’re no longer just instrument players—focused on one stack, one domain, one line of code.

We must become orchestrators: designing how the parts fit, delegating execution, shaping the whole.

The skills of being a great orchestrator are different from those of being a great instrumentalist. We must remember this too as software engineers—the edge is no longer in being a great soloist but in understanding how the symphony works as an instrument.

The future won’t be built by those who play every note. It’ll be built by those who know how to bring the orchestra together.

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Jun 19, 2025

9:02AM

Alameda, CA