For decades, work started from a spec. The requirements, the design, what "done"
actually meant. The work answered to it. It was slow, but you always knew what you were building and whether you
got there.
every line drawn · work answered to it
the shortcut
Then we started skipping it.
AI let us jump straight to the output. Say roughly what you want, take back whatever
comes. That's vibe coding, and it's fine for a throwaway prototype. It falls apart the moment the work has to
stand up in front of users, a team, or production.
invented pieces
APIs and packages it leaned on that were never real.
quiet bugs
mistakes that pass a glance and surface later, in production.
looks right, isn't
code that reads clean and doesn't do what you asked.
debt that piles up
speed today, paid back later as fragility and rework.
function ship() {
import ghostnever real
total = maybe()quiet bug
return looksRightisn't
}
the fix
Keep the speed. Add the proof.
Anti-vibe coding doesn't drag you back to the slow way. It puts the plan back, as a
spec you can audit, and proves every step against it. You still move fast. You just stop shipping on faith.
a real spec
The rough ask becomes a spec you can read and check, instead of a vibe the model guesses from. See the spec →
proven steps
Every step is checked against that spec, not against a feeling. Nothing advances until it holds up.
three checks
The maker checks its own work, a pilot re-checks it, and an independent watcher checks the pilot. See the three checks →
nothing silent
What ships traces back to the ask. Every decision is written down, so nothing changes without a record.
where it stands
What you can run today.
The proof already runs on the front half: turning a fuzzy ask into a spec you can
audit, and standing behind what comes out of it. Building straight from that spec, with the same checks on every
step, is what comes next.
available now
A requirement, made auditable.
An RFP, an SOW, or a brief becomes a spec you can audit, and a proposal you can defend. See it →
available now
An idea, pressure-tested.
A raw idea gets an honest read, then becomes that same auditable spec. For founders →
what's coming
Built from the spec.
Once the spec holds, the build runs from it: code on contract, deployed to what you
specified, and watched in production. The same three checks, the whole way down. See the pipeline →