# Remediation **URL:** https://mazehq.com/solutions/remediation **Date:** 2026-09-16 ![](https://mazehq.com/wp-content/uploads/2026/09/remediation-agents-that-think-like-developers-1.png) # Remediation agents that think like developers ## AI agents find the root cause, validate a fix, and route it to the responsible developer or coding agent. [Book a Demo](https://mazehq.com/demo) --- ![Alloy](https://mazehq.com/wp-content/uploads/2026/06/alloy.svg) ![Contentful](https://mazehq.com/wp-content/uploads/2026/06/contentful.svg) ![Cohere](https://mazehq.com/wp-content/uploads/2026/06/cohere-framed-1.svg) ![Halcyon](https://mazehq.com/wp-content/uploads/2026/06/halycon.svg) ![Forge Holiday Group](https://mazehq.com/wp-content/uploads/2026/06/forge-1.svg) ![PartsSource](https://mazehq.com/wp-content/uploads/2026/06/partssource-logo.svg) ![moneycorp](https://mazehq.com/wp-content/uploads/2026/09/moneycorp-logo-white.svg) > Maze has made it feel like we have a team of security engineers that I can confidently rely on for triaging vulnerabilities. Nathan Cooke Engineering Manager, Product Security, Alloy > When we think about how to get the noise out of vulnerability scanners, the answer is now Maze. Jonathan King Sr. Cloud & AI Security Engineer, Cohere Health > Maze actually understands what’s exploitable in our environment, not just CVSS or EPSS, but truly exploitable. That’s what set Maze apart from every other vendor. Jonathan Mattey Chief Information Security Officer, Forge > Vulnerability scanners analyze a system in a vacuum. Maze shows you what’s actually on fire. Ted Kieffer Head of Information Security and Risk Management, PartsSource --- ### Go from finding to fixed Every finding traced to its root cause Your base image, a build step, or a dependency three layers down. Agents work out which, and provide the fix.![](https://mazehq.com/wp-content/uploads/2026/09/every-finding-traced-to-its-root-cause-1.png) The right fix for your environment Not the textbook fix, the one that works for you. Sometimes that’s a one-command update. Other times it’s a single change that closes 40 findings at once.![](https://mazehq.com/wp-content/uploads/2026/09/the-right-fix-for-your-environment-1.png) Every fix, verified before you ship Agents confirm the fix resolves the vulnerability and doesn’t introduce new ones. If it does, Maze will show you what those issues are.![](https://mazehq.com/wp-content/uploads/2026/09/every-fix-verified-before-you-ship-1.png) Ownership without the guesswork Finding who owns the fix is often one of the harder problems. Agents gather context from your commit history, code, and more, then route it to the right developer or coding agent.![](https://mazehq.com/wp-content/uploads/2026/09/ownership-without-the-guesswork-1.png) ![](https://mazehq.com/wp-content/uploads/2026/09/every-finding-traced-to-its-root-cause-1.png) ![](https://mazehq.com/wp-content/uploads/2026/09/the-right-fix-for-your-environment-1.png) ![](https://mazehq.com/wp-content/uploads/2026/09/every-fix-verified-before-you-ship-1.png) ![](https://mazehq.com/wp-content/uploads/2026/09/ownership-without-the-guesswork-1.png) --- ## Every fix, backed by a full investigation --- ![](https://mazehq.com/wp-content/uploads/2026/09/multiple-options-with-every-fix-1.png) ### Multiple options with every fix The textbook fix rarely fits your team’s reality. Agents offer several options, from restructuring a component to rebuilding the image, so you choose what works. --- ![](https://mazehq.com/wp-content/uploads/2026/09/one-fix-solves-multiple-vulnerabilities-1.png) ### One fix solves multiple vulnerabilities Vulnerabilities shouldn’t be fixed one at a time. Agents bundle proven-exploitable CVEs into high-impact fixes, so one ticket can close 30 or more. --- ![](https://mazehq.com/wp-content/uploads/2026/09/cant-patch-mitigate-1.png) ### Can’t patch? Mitigate When patching isn’t an option, we suggest mitigations that break the exploitability chain while you work toward a permanent fix. --- ###### Remediation agents that think like developers See how Maze AI agents find the root cause, validate a fix that works for your environment, and route it to the developer or coding agent that owns it. [Book a Maze Demo](https://mazehq.com/demo) --- ## Frequently Asked Questions See how Maze AI agents investigate and resolve cloud vulnerabilities like your engineer would. [Get in touch](https://mazehq.com/contact-us) #### What does Maze remediation include?![](https://mazehq.com/wp-content/themes/okd/static/img/accordion_plus.svg) Remediation is part of both Maze Cloud and Maze Code. Wherever a vulnerability is proven exploitable, in your cloud, your code, or your dependencies, agents take it from verdict to a fix your team can ship. When patching isn’t an option, they recommend a mitigation instead. #### How is Maze remediation different from other tools?![](https://mazehq.com/wp-content/themes/okd/static/img/accordion_plus.svg) Most tools hand you a list and wish you luck. Maze does the part after the list. Agents trace the root cause, write a fix validated for your environment, and deliver it to the person who can merge it. #### Does Maze fix vulnerabilities automatically?![](https://mazehq.com/wp-content/themes/okd/static/img/accordion_plus.svg) Agents generate and validate fixes, then route them to the developer or coding agent that owns the code. Your team stays in control of what gets merged. #### How do I know a fix won’t break something?![](https://mazehq.com/wp-content/themes/okd/static/img/accordion_plus.svg) Nothing arrives as a black box. Every fix comes with the investigation behind it, what the vulnerability is, why the change resolves it, and the evidence for both. Your developers review and merge with full context, the same way they’d treat any PR. #### How does Maze know who owns the fix?![](https://mazehq.com/wp-content/themes/okd/static/img/accordion_plus.svg) Finding who owns the fix is often one of the harder problems. Agents gather context from your commit history, code, and more, then route it to the right developer or coding agent. #### Where do fixes go?![](https://mazehq.com/wp-content/themes/okd/static/img/accordion_plus.svg) Fixes are routed to the responsible developer or coding agent through platforms like Jira. #### What happens when there’s no patch?![](https://mazehq.com/wp-content/themes/okd/static/img/accordion_plus.svg) Agents recommend a mitigation that makes the threat not exploitable, so the risk is handled even before a patch exists. #### Can one fix close more than one finding?![](https://mazehq.com/wp-content/themes/okd/static/img/accordion_plus.svg) Yes. Agents bundle proven-exploitable CVEs into high-impact fixes, so a single change can close dozens of findings that share a root cause. #### What if the suggested fix doesn’t work for us?![](https://mazehq.com/wp-content/themes/okd/static/img/accordion_plus.svg) The textbook fix rarely accounts for your team’s reality. Agents propose several options, from a version bump to restructuring a component, so you pick the fix that matches your needs. #### How long does it take to get started?![](https://mazehq.com/wp-content/themes/okd/static/img/accordion_plus.svg) Deployment can be done in under five minutes. All we need is a read-only role in your cloud environment and an API connection to one or more vulnerability scanners. #### How does pricing work?![](https://mazehq.com/wp-content/themes/okd/static/img/accordion_plus.svg) We aim to keep pricing simple and fair. Large language models aren’t cheap, but we’ve worked hard to optimize cost and performance to make sure our pricing is reasonable. #### Is Maze hosted in the cloud?![](https://mazehq.com/wp-content/themes/okd/static/img/accordion_plus.svg) Yes, Maze is cloud-hosted in AWS. Customers can choose between multi-tenant and single-tenant hosting. #### What compliance standards do you meet?![](https://mazehq.com/wp-content/themes/okd/static/img/accordion_plus.svg) Maze has been built for enterprise from day one. We have passed our ISO 27001 accreditation and are currently in our SOC 2 Type 2 observation window. --- --- ## One platform for code & cloud --- [ ### Cloud Vulnerabilities Triage and remediate CVEs in containers and VMs, and catch zero-days before scanners see them. ](https://mazehq.com/platform/cloud) [ ### Dependencies (AI-SCA) Find, triage, and remediate CVEs in third-party code, using your existing scanner or ours. ](https://mazehq.com/platform/code) [ ### Your Code (AI-SAST) Find and fix business-logic vulnerabilities that SAST misses, or triage results from your existing scanner. ](https://mazehq.com/platform/code) [ ### Why Maze? Everyone uses AI now. What makes Maze different, and how is the platform built for AI agents? ](https://mazehq.com/platform) [ ### Our Story Why we’re building Maze to be a security company that thinks differently. ](https://mazehq.com/our-story) [ ### Resources Security research, blogs, video, and more from security leaders and the Maze team. ](https://mazehq.com/resources) --- Resources Selected Resources [View all resources](https://mazehq.com/resources) --- [[Product] ## SCA that investigates every dependency like your best security engineer Open-source packages are built into every application, and so are the countless vulnerabilities found in their direct and transitive dependencies. For years, SCA tools have been great at… September 30, 2026 ![](https://mazehq.com/wp-content/uploads/2026/09/Blog-1024x764.jpg) ](https://mazehq.com/blog/sca-that-investigates-every-dependency-like-your-best-security-engineer) - [[Security] ### There’s a ten-year-old key confusion bug in PyJWT, fixed in 2.14.0 September 16, 2026 ](https://mazehq.com/blog/theres-a-ten-year-old-key-confusion-bug-in-pyjwt-fixed-in-2-14-0) - [[Product] ### Fix-ready Jira tickets, straight from Maze September 2, 2026 ](https://mazehq.com/blog/fix-ready-jira-tickets-straight-from-maze) - [[Product] ### Managing vulnerabilities requires knowing your business context August 19, 2026 ](https://mazehq.com/blog/managing-vulnerabilities-requires-knowing-your-business-context) ---