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AWS Continuum is an application security service that combines security checks with application and business context to help teams find, prioritize, validate, and address risk across software development. It is more than a code scanner, but it is not a guarantee that every vulnerability will be found or fixed automatically. As of AWS’s product overview checked October 7, 2026, its offerings include penetration testing, code vulnerability analysis, code scanning, and threat modeling—with some capabilities still marked preview or gated preview.
What AWS Continuum is
AWS positions Continuum as an AI-powered application security workflow: it can take in findings from existing tools, perform its own analysis, and use information about an application, its environment, and business priorities to decide which issues merit attention. Its intended distinction is not simply detecting a possible flaw, but helping establish whether it is exploitable and making the resulting evidence useful to developers and security teams. AWS’s product overview describes the service; its June 17, 2026 launch announcement gives more detail on the code-vulnerability workflow.
That makes Continuum best understood as a security workflow layer, rather than a replacement for every scanner, security review, or penetration test. AWS describes the goal as moving security work at “machine speed,” but that is a product positioning claim—not evidence that all issues are detected or remediated without human oversight.
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What Continuum includes
AWS’s overview, checked October 7, 2026, lists four capabilities. The maturity labels matter: a preview or gated preview is not the same as a generally available service.
#1 Best Overall
| Capability | AWS status on October 7, 2026 | What AWS says it does |
|---|---|---|
| Continuum for penetration testing | Listed on the product overview | Agent-led, on-demand testing with validated findings and reproducible proof. |
| Continuum for code vulnerabilities | Gated preview | Combines findings from existing tools and its own scans, prioritizes them using customer context, and validates exploitability in an isolated sandbox. |
| Continuum for code scanning | Preview | Analyzes code against organizational requirements and known or emerging risks. |
| Continuum for threat modeling | Preview | Creates a context-aware STRIDE threat model from design documents or code. |
For code-vulnerability findings, AWS says confirmed exposures may receive fast, reversible mitigations within customer-defined guardrails. Durable fixes then go through the customer’s review and deployment processes, with visibility into potential blast radius and the option to roll back. Continuum is described as working alongside AWS security services such as GuardDuty and Security Hub, not as a reason to discard existing controls.
How the workflow works
Set up an application or project
AWS’s Security Agent documentation describes setup through the AWS Management Console, where teams configure security requirements. Each Agent Space represents an application or project. Depending on the assessment, users can provide design documents, code, target URLs, and authentication details. AWS documents GitHub repositories or S3 as sources for applicable code and threat-model workflows. See the AWS workflow documentation for the documented process.
Analyze findings in context
In AWS’s description of the code-vulnerability workflow, Continuum brings together its own scan results and findings from existing tools. A context graph is used to relate potential issues to the customer’s environment and business, helping prioritize findings rather than treating every alert as equally consequential.
Validate, then route work for review
AWS says the service attempts to validate whether a suspected exposure is exploitable by building reproducible proof in an isolated sandbox. The documented Security Agent workflow also uses a web application for assessments and GitHub integration for pull-request comments and remediation pull requests. That gives teams a path to inspect evidence and proposed changes within an existing review process; it does not mean a suggested fix should be merged without review.
AWS’s August 5, 2026 Security Blog describes a “harness” as an orchestration layer connecting models to tools, guardrails, memory, and workflows, and characterizes Continuum as an agent-team loop architecture. The post said integrations with developer tools were “coming soon” at that time. That dated statement does not establish their availability today; consult the AWS Security Blog post and current product documentation for the latest status.
Can AWS Continuum replace penetration testing?
No—not on the evidence AWS provides. AWS explicitly says its penetration-testing capability is not a professional penetration-testing service. It can support more frequent testing during development, while security professionals remain valuable for validating results, explaining risk, and extending the assessment.
Automated exploration is also incomplete by nature. AWS warns that the agent may fail to discover or test every critical application endpoint because penetration testing is stochastic. A clean result therefore should not be treated as proof that an application has no exploitable vulnerabilities. AWS’s security guidance recommends incorporating results into a security review workflow.
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Before testing a live target, confirm that you have permission to test every affected system. AWS requires DNS or HTTP proof of ownership for penetration-test targets and makes customers responsible for authorization. Teams can set out-of-scope URLs; AWS describes guardrails and minimally impacting payloads, but warns that unexpected business-logic effects remain possible.
Best Value
- Prefer pre-production: AWS recommends testing in a pre-production environment. Penetration tests can increase traffic and trigger monitoring alerts.
- Scope carefully: Include only authorized targets and explicitly exclude URLs that should not be tested.
- Use appropriately scoped credentials: AWS says penetration testing is the only capability in the Security Agent that authenticates to a user’s system at runtime. Its guidance describes credentials managed through Secrets Manager or Lambda and recommends newly created, appropriately scoped credentials.
- Watch the run: AWS says a run can be stopped if it follows an undesirable trajectory. Guardrails reduce risk but do not remove the need for operational oversight.
For data handling, AWS’s Security Agent guidance says it selects an inference region within the customer’s geography and stores data in the originating region, while prompts and outputs may be processed outside that region. That is not a blanket assurance that all processing remains within one jurisdiction. Review current Continuum data-protection terms against your organization’s requirements before sending sensitive code, designs, or credentials.
Independent reader supportYour contribution helps us test, update, and keep practical guides available for everyone.Pricing and regional availability
AWS’s Continuum FAQ, checked October 7, 2026, lists pay-as-you-go pricing for penetration testing at $50 per task-hour and a two-month free trial. Task-hours are not the same as elapsed time: concurrent test tasks can make billed task-hours exceed the wall-clock duration of a run. The FAQ says design review, code review, and threat-modeling previews are not billed; preview terms and trial eligibility can change. Check the AWS Continuum FAQ for current pricing terms.
On September 30, 2026, AWS announced that Continuum for penetration testing had become generally available in six additional Regions: Asia Pacific (Seoul), Canada (Montreal), Europe (London), US East (Ohio), Europe (Paris), and Europe (Stockholm). This was an announcement of additional Regions, not a complete list of supported locations. Check AWS’s current Region information before planning a deployment; availability may vary by capability.
Who should consider Continuum
Continuum is most relevant to teams looking to add more security analysis during development, bring outside findings into a shared prioritization workflow, or test authorized applications more frequently. Its value depends on whether its context, validation, and review workflow fit the team’s tools and controls—not just on how quickly an agent can run.
Quick Recap
- Consider it if your team can define clear application boundaries, provide useful context, and review evidence and proposed changes.
- Do not rely on it alone if you need a complete assurance claim, a substitute for professional testing, or an unattended system that can safely change production without review.
- Check before adopting which capabilities are available in your Region and at what maturity level, how your source-control workflow is supported, what data may be processed outside its storage Region, and how task-hour billing fits your expected use.
Product prices and availability are accurate as of the date/time indicated and are subject to change. Any price and availability information displayed on Amazon at the time of purchase will apply.
