AutoFix Agent
AutoFix design and code risks with runtime context
In a world where AI Agents generate code, no software should ship without an AI AppSec Agent securing it.
Only Apiiro generates the unique, critical data on your software architecture to deliver AutoFixes tailored to your environment – so you can govern AI-generated code and prevent incidents at scale.
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A force-multiplier for your AppSec team
The adoption of AI coding assistants is accelerating code changes and complexity – dramatically increasing vulnerabilities. Apiiro’s AutoFix Agent automatically fixes design and code risks using unique, critical data no other platform provides, helping AppSec teams eliminate backlog and reduce MTTR.
Deep Code Analysis (DCA)
Critical, unique data on your software architecture, from code to runtime
Only Apiiro can discover, inventory, and visualize your software architecture across every material code change. By linking each code asset and change to its runtime environment, Apiiro builds a dynamic Risk Graph that continuously assesses the true risk of every change and vulnerability.
The result? The first AI Agent for AppSec that truly understands your environment – and delivers precise, context-aware AutoFixes.
AutoFix
Deliver automatic fixes for design and code risks–tailored to your environment
The AutoFix Agent analyzes every feature request and code change, correlating them in real-time with context from your environment – automatically deciding whether to fix a risk or not. It prioritizes risks, and automatically fixes SAST, SCA, secrets, API, and other security findings with context no other platform can deliver – seamlessly within the developer’s IDE.
AutoGovern
Enforce policies, standards, and secure coding guardrails automatically
AutoFix Agent enforces organization-specific security policies and secure coding standards in real time. Guardrails are applied where needed, and unsafe or non-compliant changes are blocked or flagged, without disrupting developers or slowing down delivery.
AutoManage
Automated risk lifecycle management and measurement across the SDLC
Apiiro tracks the full lifecycle of every risk – from detection to remediation or acceptance. With centralized visibility into trends, SLAs, MTTR, WoE, policy adherence, and development velocity impact, AppSec teams can prioritize what matters and report with confidence.
Your AutoFix Agent to govern AI-generated code
Seamlessly integrated into the IDE
AutoFix Agent works seamlessly in the integrated development environment (IDE) – agnostic to IDE – via a remote Model Context Protocol (MCP) connection. By removing setup and maintenance overhead, it fits seamlessly into the developer’s workflow and delivers real time fix or risk acceptance decisions.
Understands when to fix — and when not to
Unlike generic “code-only” autofix tools, Apiiro’s AutoFix triages findings using runtime context, business impact, and security controls to determine whether a fix is truly needed. When it is, the Agent delivers a policy-compliant fix tailored to your architecture – directly in the IDE – avoiding disruptive or risky changes.