Why We Built Flyway: Bird Identification Deserves Better Than Another Reference App

J
jonathan.alan.coffey
Aug 06, 2026
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On most mornings, somewhere in North America, someone raises a pair of binoculars toward a bird they cannot name.

It lands for only a moment—a silhouette against a bright sky, a flick of a tail, a pale eyebrow, a quick descent into dense brush—and then it's gone.

The encounter lasts seconds.

The question lingers for hours.

For generations, birders have answered that question the same way. They reached for a field guide, asked a more experienced friend, or simply accepted that some birds would remain mysteries. More recently, smartphones have made those moments easier to resolve. An app can compare photographs, analyze birdsong, or narrow the possibilities with remarkable speed.

Finding an answer has never been easier.

Becoming better at recognizing the next bird, however, remains surprisingly difficult.

That distinction sits at the heart of Flyway, a new project built around an idea that feels almost obvious once it's said aloud: bird identification is not simply knowledge to acquire. It is a skill to practice.

The difference matters.

Knowledge can be looked up.

Skill has to be earned.

Spend enough time around experienced birders and a pattern begins to emerge. They rarely identify a bird by recalling a checklist of field marks. Instead, they notice things that are difficult to explain because they have become instinctive: the angle of a perched hawk, the buoyancy of a swallow in flight, the proportions of a sparrow, the way a warbler moves through a canopy.

Ask them how they knew, and the answer is often unsatisfying.

"It just looked right."

That intuition is not magic. It is the product of thousands of observations layered upon one another until recognition becomes almost automatic.

Yet most people are never given a way to develop that instinct intentionally.

Birding has no equivalent of a batting cage, no language lab, no flight simulator. The expectation has long been that improvement arrives simply by spending enough time outdoors and accumulating enough experience.

Experience is invaluable.

It is also inefficient.

In nearly every other discipline, practice has been separated from performance. Musicians rehearse scales before concerts. Pilots spend hours in simulators before flying passengers. Chess players study positions they may never encounter in competition. Athletes isolate individual movements long before they play the game itself.

Birding, despite requiring extraordinary perceptual skill, has largely skipped that step.

The modern birding world has built remarkable tools for observation and record keeping. Field guides remain extraordinary works of scholarship. Merlin has lowered the barrier to identifying unfamiliar birds. eBird has reshaped both personal birding and ornithological research by turning millions of observations into one of the world's largest biodiversity datasets.

Those tools answer an essential question: What am I looking at?

Flyway was created to explore a different one.

How do I become better at looking?

The platform is organized around practice rather than reference. Instead of presenting pages of information about a species, it asks users to compare silhouettes, distinguish similar birds, recognize patterns across families, and return to concepts repeatedly over time. The emphasis is less on memorizing facts than on strengthening perception.

The ambition is modest in one sense and expansive in another.

The goal is not to replace the field guide tucked into a backpack or the app that settles a difficult identification after sunset. Those resources have become indispensable companions for modern birders.

The goal is to make them necessary a little less often.

There is another choice embedded in the project, one that extends beyond how people learn.

The internet has become remarkably efficient at competing for attention. Educational websites increasingly resemble entertainment platforms, optimized for clicks, interruptions, notifications, and advertising impressions.

Flyway is moving in the opposite direction.

The platform is free to use. It is intentionally free of advertising. Its long-term plan is to be sustained by members who believe the work is worth supporting, much as public radio stations, museums, and other public-interest institutions have relied on their communities for decades.

It is a quieter philosophy.

If the platform succeeds, it will not be because users spend more time scrolling. It will be because they spend more time outside, noticing details they once overlooked.

That idea may seem almost old-fashioned in an era of artificial intelligence capable of identifying a bird from a single photograph or a few seconds of song.

But perhaps that is precisely why it matters.

Technology has become extraordinarily good at providing answers.

The deeper satisfaction has always come from recognizing the answer yourself.

Anyone can remember the first bird they identified without help—a distant hawk finally distinguished by its shape, a confusing flock that suddenly separated into individuals, a warbler that revealed itself not because of a guidebook, but because something had quietly changed in the observer.

The bird had not become easier.

The birder had become better.

That, ultimately, is what Flyway hopes to build: not another place to identify birds, but a place to practice becoming the kind of observer who needs to ask a little less often.

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