CAUSAL FAILURE DISCOVERY / 2026

One production bug should only happen once. Kryptheon reconstructs the causal pattern behind a failure, then helps surface where the same bug is still hiding.

01
OBSERVED ONCE✦DEFENDED EVERYWHERE

02
OBSERVED INCIDENT → CAUSAL PATTERN → VERIFIED VARIANTS

Most tools tell you what failed. Kryptheon is built to ask a harder question: where else can the same failure happen before users hit it?

TRACE GRAPHFAILURE CAPSULELATENT SEARCHREPLAY VERIFIEDBUG FAMILYNOISE REJECTION
AI DEBUGGING PLATFORM

Bug Analysis

⌁Error Logs
↻Issue Replay
◎Root Cause
03
THE DIFFERENCE / CAUSAL ENGINE

01OBSERVED INCIDENTONE REAL FAILURE
02FAILURE CAPSULEMINIMUM REPRODUCIBLE STATE
03VERIFIED VARIANTSSAME BUG, OTHER HIDDEN COPIES
SEE THE ENGINE →

04

Three layers. One engine. Designed to move from incident to proof, then from proof to prevention.

REDUCE / REPRODUCE

FAILURE CAPSULE

Turn a noisy production incident into a minimal, privacy-safe, reproducible failure state.

INPUT → MINIMUM STATE
KRYPTHEON SYSTEM01 / 03
01
SEARCH / SURFACE

BUG VACCINE

Search for the same causal failure condition elsewhere in the system before it triggers again.

SIGNATURE → BUG FAMILY
KRYPTHEON SYSTEM02 / 03
02
REPLAY / CERTIFY

VERIFIED FIX

Test the patch against the original incident and every discovered variant in the same bug family.

PATCH → FAMILY PROOF
KRYPTHEON SYSTEM03 / 03
03
05

ONEINCIDENTSHOULDBEENOUGHTOELIMINATEANENTIREBUGFAMILY.

KRYPTHEON POSITION / CAUSAL FAILURE DISCOVERY
06
87%

OF DEBUG TIME
ISN’T FINDING THE ERROR.
IT’S FINDING
THE ACTUAL CONDITIONS.

FAILURE GRAPHSTRUCTURED INCIDENT EVIDENCE
STATE REDUCTIONREMOVE THE IRRELEVANT
CAUSE ISOLATIONKEEP ONLY WHAT MATTERS
LATENT SEARCHFIND HIDDEN COPIES
REPLAY VERIFICATIONPROVE IT IS THE SAME BUG
FIX CERTIFICATIONVALIDATE THE WHOLE FAMILY
07

COLUMN 1
INPUTLIVE INCIDENT
TRACE SOURCESTRUCTURED EVENTS
STATE MODELREQUEST / DB / QUEUE
NOISE HANDLINGIRRELEVANT BY DEFAULT
COLUMN 2
ENGINEFAILURE GRAPH
REDUCTIONCAUSAL CANDIDATES
SEARCHLATENT STATE MATCHING
PROOFREPLAY VERIFIED
COLUMN 3
OUTPUTFAILING TEST
VARIANTSBUG FAMILY INDEX
FIX CHECKPATCH VALIDATION
MODEENGINEERING ONLY
08

Kryptheon turns one production failure into a reproducible capsule, a causal signature, and a verified defense against every hidden copy of the same bug.

BOOK A DEMO→
HELLO@KRYPTHEON.IOGITHUBLINKEDIN