Kernel onlineGROUNDED
A practical intelligence layer
Think with less noise.
Remember what matters.
A compact reasoning workspace that separates working context from durable memory, shows its evidence, and knows when to say “not enough signal.”
01REASONING
PROTOCOL
PROTOCOL
03
WAITING FOR A RUNGrounded response
Give the kernel a hard question.
It will retrieve relevant memory, reason in passes, and expose the boundary between evidence and inference.
04
Private process · visible checksReasoning trace
RetrieveSearch durable memory for signal
—ChallengeLook for conflicts and missing evidence
—SynthesizeAnswer with calibrated confidence
—05
Evidence ledger
Evidence will appear after a run.
06
Kernel health
Durable memory0
Guardrails03
Context budget0%
Small context. Explicit uncertainty. No silent learning.
07
Control plane · staged rollout
Production hardening
Convert the remediation plan into accountable controls. Track decisions, rehearse failure modes, and export a handoff-ready runbook.
Control readiness0%