Fixing Security Issues Creates Risk
Current remediation workflows create friction and introduce new risks.
Automated tools suggest changes without understanding intent
Manual fixes risk breaking business logic
Developers push back on disruptive patches
Fixes get delayed or skipped, and CVEs linger
"The hardest part of security fixes isn't finding issues, it's fixing them safely.
"
Security Fixes, With Intent Preserved
UNITONE scans codebases and workflows, identifies security issues, and applies fixes without changing what the code is meant to do.
For Security Engineers
Faster remediation cycles
Fewer regressions and rollbacks
Less pushback from engineering teams
For Engineering Teams
Minimal disruption to development flow
Reviewable PRs with clear context
Confidence fixes won't break production
"Developers trust fixes when intent is preserved.
"
How Teams Use UNITONE
From scanning to remediation, UNITONE provides a complete workflow for fixing security issues while preserving developer intent.
Scan Repositories and Workflows
Scan GitHub repos, CI/CD pipelines, and agent configurations for CVEs, unsafe patterns, and risky execution paths
Understand Intent
Analyze surrounding logic, dependencies, and workflow context to learn what the code is trying to achieve
Apply Safe Fixes
Remediate vulnerabilities while preserving behavior — minimal refactors, no broken functionality
Integrate Into GitHub PRs
Propose changes as reviewable PRs that flow through your existing CI/CD and approval workflows
"PR-based remediation is the only way this scales.
"
Extends to AI Agents and MCP Servers
AI Agents
Secure agent configurations and tool access with intent-preserving policies that don't break workflows
MCP Servers
Govern protocol-level security policies while maintaining context and operational continuity
AI Gateway
Runtime enforcement through a dedicated gateway to inspect, control, and govern AI traffic in production
Join the Design Partner Program
We are working with a group of security and engineering teams to shape intent-preserving remediation across code, CI/CD pipelines, AI agents, and MCP servers. If your team owns both application security and AI agent security, we want to talk.
Built for Security Engineers, AppSec, and Platform Security teams.