Kybernis
AI that stops repeating itself.
Your AI is wasting money.
It's repeating itself.
Run it once. Never pay for the same thinking again. Kybernis remembers successful runs so repeat requests do not start from zero.
No setup - 10 seconds - keeps what works
One run becomes reusable
Live patternFirst request
Refund TXN-8842
$0.03 full reasoning
Second request
Refund TXN-8842 again
$0.00 reused execution
The second request should cost less than the first.
When the same job comes back, Kybernis either reuses the successful run or thinks again only when it has to.
Keeps the successful path after the first run.
Skips repeated reasoning when the same request comes back.
Thinks again only when needed when the situation has changed.
It only reuses work when it should.
Kybernis does not guess. It reuses the same request, thinks again when the details change, and asks when it cannot prove the match.
First run
$0.03 one-time cost
Boundary check
Only reuses the same request. Otherwise it thinks again.
Valid repeat
$0.00
No reasoning. Instant reuse.
Same request
Reuse the saved runNo second reasoning bill.
Changed details
Think againOnly pay for fresh reasoning when the situation changes.
Not enough proof
Ask a follow-upKybernis asks instead of guessing.
1,732 builders signed up to create agents.
People already want agents. Kybernis is the layer that makes them reliable enough to use for real work.
20-40% of AI work is repeated.
Every duplicate request is money burned.
Representative execution
This is what reuse looks like live.
Representative runtime signals until real usage replaces the seeded snapshot.
Reuse example
Requests tracked
12.5K
Example runtime events
Workflow reuses
8.2K
66% reused -> 66% less reasoning cost
Runtime memory
342 MB
Stored reusable execution paths
Slides
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