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Solutions
Reduce business exposure before attackers exploit it.
Out of thousands of findings, fix the few an attacker can actually reach. First.
BacklogAutotriage
Open findings
18,240Function reachable
3,120Runtime library reachable
940Internet accessible
212Urgent
4141 fix PRs
Validated in your CI
The challenge
Attackers move in a day. Backlogs move in months.
CVEs published per year
Median time from disclosure to exploitation
2021About a year
20261 day
Exposure
What an attacker can reach, mapped.
The Context Engine traces each finding from the code that calls it to where it runs and what it can reach.
Called by your code
Running and open to the internet
Reaching customer data
commons-text 1.9 · CVE-2022-42889Path to customer data
commons-text 1.9orders-api · pom.xml
DependencyStringSubstitutor.replace()called in orders/render.py:41
Function reachableLoaded in productionprod-us · prod-eu
Runtime library reachableOpen to the internetapi.acme.com/orders
Internet accessibleCustomer datacustomers database
Chaining: reaches PII datastoreAutotriage
The reachable few, ranked first.
Autotriage weighs every signal and sorts each finding into Urgent, Plan or Defer, with the reason.
Urgent: fix within 14 days
Plan: fixed on schedule
Defer, with the reason recorded
Risk · commons-text 1.9Urgent · 14 days
SignalValue
Function reachableYes
Runtime library reachableYes
Internet accessibleYes
MitigatedNo
Exploit threatConfirmed
ChainingReaches PII datastore
Example backlog · 18,240 open
Urgent 41
Plan 1,180
Defer 17,019
Fix
A tested fix, waiting for review.
SCA Auto-fix computes the upgrade, validates it in a sandbox and your CI, and sends the PR to the owning team.
Deterministic upgrade to a safe version
Validated in a sandbox, then your CI
Routed to the team that owns the code
Deterministic fix1.9 → 1.10.0commons-text
Agent validation
SandboxYour CI
Merge-ready PR#482Team Orders
DeveloperReviewed and mergedMerged
Closed
Closed when production runs the fix.
A finding closes only when no running deployment still has the vulnerable version.
Fixed when the PR merges
Deployed when every deployment runs it
SLO clock stops at resolution
commons-text 1.9 → 1.10.0SLO met
Activefound Sep 12
FixedPR #482 merged Sep 15
Deployed3 of 3 deployments
orders-api · prod-usSep 16
orders-api · prod-euSep 16
orders-worker · prod-usSep 17
See what an attacker can reach today.
