1. Incoming Knowledge
Agents ingest security signals, ecosystem changes, and exploit context.
How it works
Code vulnerabilities, exposed secrets, dependency risk, and policy violations all move through the same transparent resolution loop.
Source code is continuously scanned across your repositories to detect code-level security vulnerabilities. Findings surface directly in your development workflow, with no tool-hopping and no fragmented visibility.
Reachability, ownership, and execution context are connected to the affected path.
Teams can see why the issue matters before triage begins.
Exposure, confidence, and fix availability are weighed against severity.
The queue moves toward the work that reduces real risk first.
Fix guidance, patch context, and developer workflow stay attached to the finding.
Cysmiq helps the team move from signal to action without losing context.
Policy gates, exceptions, and release requirements are shown beside the finding.
Every required next step is explicit before work continues.
Closure evidence, SLA status, and audit history stay connected to the remediation path.
Security can show what changed and why risk went down.
See Cysmiq in action across findings, fixes, and proof of closure.
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As new vulnerabilities, exploit techniques, package behaviors, and runtime weaknesses emerge, Cysmiq continuously turns security knowledge into validated detection coverage.
Agents ingest security signals, ecosystem changes, and exploit context.
We analyse each issue in context before generating logic.
Detection logic is tested for accuracy, coverage, and safety.
Validated rules run across your code, dependencies, and environments.
Findings and outcomes improve models, logic, and coverage.
Validated coverage becomes the knowledge that starts the next loop.
INTEGRATIONS
Cysmiq connects to your source control, developer workflows, issue trackers, notifications, and automation systems, so security resolution happens where engineering work already lives.
Turn noisy security findings into prioritised, validated pull requests your team can review and merge.