Every day it understands more.
A persistent agent doesn't just remember — it accumulates an understanding of how you work, and shows its work while it does.
From observation to anticipation
01
Observe
Day one, it asks. Without your history, Cyphra keeps it simple — it learns what you hand it and holds the rest until context earns an opinion.
02
Pattern
After weeks, it notices. When you focus best, which tasks you avoid, who you reference before every deadline — patterns accumulate from what you actually do, not a questionnaire.
03
Always shown
Anticipate
Over time, it acts ahead of the ask — and always shows what it learned. Every inference is attributable to something you said or did, and a correction overwrites the record.
What it watches for
Rhythms & focus windows
When your attention is actually worth spending.
Recurring tasks
The work that returns on its own schedule.
People & commitments
Who you owe, who waits on you, what you promised.
Preferences & style
How you like things written, arranged, delivered.
Deadlines & signals
Which events reliably mean something is due.
Corrections & feedback
Every 'no, like this' becomes the new baseline.
Learning, governed
Bounded and inspectable
Learning is bounded and inspectable. Every retained observation is attributable to something you said or did — nothing is inferred into permanent traits about people. Corrections overwrite; nothing hides in the record.
Authority stays with you
What it learns informs what it proposes — it does not authorize what it does. Sensitive actions stay behind human approval gates, and your memory bank remains exportable and deletable on request.
The compounding curve
Illustrative — not measured data