Wiz is a commercial cloud-security platform, run as SaaSSaaSSoftware delivered over the internet and run on the provider's infrastructure, so the buyer pays a subscription instead of installing or operating anything locally., that gives security teams a single graph of risk across cloud, on-premise, and AI workloads. It correlates infrastructure findings with runtime behavior — confirming which vulnerable packages are actually loaded in memory, which containers talk to external MCPMCPModel Context Protocol, a standard for connecting AI applications to external tools and data sources. A compatible server exposes capabilities an assistant can use through a common interface. servers, and which exposed servers an attacker could actually reach — rather than surfacing theoretical CVEs alone. It's built for security and platform teams managing hybrid estates spanning vSphere, Kubernetes, Windows, and multi-cloud environments, and it extends into exposure management with an AI-powered pentester (Red Agent) and remediation agent (Green Agent) that can open tickets and validate fixes automatically. Launched in 2020, it ships frequently, with 53 tracked releases and its last one 15 days ago.
Wiz is a cloud security platform that identifies and remediates risks across cloud environments using AI-driven analysis.
Which vulnerable packages in my environment are actually exploitable right now?
checks whether the flagged package is loaded into memory and actively running, separating live exploitable risk from theoretical CVEs sitting on disk
Which of my on-premise servers can an attacker actually reach from the internet?
combines outside-in exposure scanning with internal infrastructure context, then has the Red Agent simulate lateral movement to confirm which exposed servers are truly reachable rather than just open
Which containers are talking to external MCP servers nobody declared?
correlates live runtime network connections against declared configuration and policy, naming the containers making undeclared calls to remote MCP servers
Do I have exposed secrets or access-control gaps that actually matter here?
runs continuous autonomous scans across the environment and ranks findings by severity, showing where broken access control, injection, and exposed secrets cluster as Critical or High
Which attack paths connect a vulnerable internet-facing container to my sensitive data?
stitches agentless infrastructure findings together with runtime connections like container-to-database traffic into one prioritized Issue, showing the combined path a scanner alone would miss
Which code vulnerabilities are worth fixing first, and can they actually be exploited?
maps deployed cloud resources back to their source repositories so exposure drives scan priority, then has the Red Agent test flagged findings end-to-end against the live environment to confirm exploitability
Built from Wiz's releases, docs, README and our own runs.
“Seen” marks the month we first spotted a release the vendor didn't date.
Group names and tags are our labels.
+Red AgentshippedRuns an autonomous AI agent that probes APIs and applications using real attacker techniques to find exploitable vulnerabilities and multi-step attack chains.12 releases · 1 other source · first seen Jun 2026▸
Shared capability: Web vulnerability scanning
release
12 total
Pen-test findings are automatically linked to continuous prioritization, ownership assignment, and remediation tracking, closing the loop between offensive assessment and ongoing exposure management.
changelog · Aug 2026
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· release history
Wiz Penetration Test Findings is now Generally Available, providing a single home for pen-test results from bug bounties, third-party audits, internal red team exercises, and AI pen-test scanning — connected to real-time cloud context on the Wiz Security Graph.
changelog · Aug 2026
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· release history
Exposes Wiz AI Agents (Red, Blue, and Green) through MCP so external AI can consume agent analyses and recommendations without recreating the same reasoning.
Build AI Security Agents with Wiz MCP (2026-07-02) · Jul 2026
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Wiz Red Agent can simulate attacker lateral movement through on-premise environments to validate true exploitability of exposed servers.
Bridging the Visibility Gap: A Unified Security Operating Model for Hybrid Cloud Teams (2026-06-29) · Jun 2026
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Introduces the Red Agent POV Series: a recurring research blog where Wiz Research details real-world exploitable vulnerabilities discovered autonomously by the Red Agent AI pentester.
Introducing the Red Agent POV Series (2026-06-17) · Jun 2026
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First POV entry demonstrates multi-step SSRF discovery in a GCP Cloud Run service — the Red Agent chained 96 reasoning iterations across 3 scan runs to bypass GitHub-URL validation and extract credentials and source code without authentication.
Introducing the Red Agent POV Series (2026-06-17) · Jun 2026
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example
Enable the AI-powered attacker to continuously discover logic flaws and API vulnerabilities across your applications at machine speed.$ In the Wiz console, navigate to Red Agent and select 'Activate' to begin continuous AI-powered exploitation scanning across your mapped API attack surface.
AI Threat Readiness Pillar 1: Reduce Critical Exposures & Scan with AI (2026-06-04) · Jun 2026
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+Attack Surface ManagementshippedContinuously finds and dynamically tests internet-facing cloud, SaaS, AI, and on-premises assets to confirm which exposures are actually exploitable by an attacker.5 releases · 2 other sources · first seen Jun 2026▸
Shared capability: Web vulnerability scanning
release
Integrated Attack Surface Management combines external outside-in scanning with internal context to identify which on-premise servers are exposed to the public internet.
Bridging the Visibility Gap: A Unified Security Operating Model for Hybrid Cloud Teams (2026-06-29) · Jun 2026
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Native vSphere and Kubernetes Connectors provide agentless infrastructure assessment via native APIs, mapping ESXi vulnerabilities, local identities, and cluster misconfigurations into the Security Graph.
Bridging the Visibility Gap: A Unified Security Operating Model for Hybrid Cloud Teams (2026-06-29) · Jun 2026
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Adds Sensor-based Workload Scanner (WLS) GA for on-premise environments, identifying public exposure, vulnerabilities, misconfigurations, malware, secrets, and sensitive data on VMware vSphere, bare metal, and self-hosted Kubernetes.
Bridging the Visibility Gap: A Unified Security Operating Model for Hybrid Cloud Teams (2026-06-29) · Jun 2026
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Expanded Wiz Attack Surface Management (ASM) with Advanced ASM tier: continuously discovers and validates internet-facing assets across cloud, SaaS, AI, and on-premises environments — including shadow APIs, unmanaged cloud services, and vibe-coded applications — enriched with internal cloud network and runtime context.
AI Threat Readiness Pillar 1: Reduce Critical Exposures & Scan with AI (2026-06-04) · Jun 2026
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Introduces Attack Surface Management (ASM) for APIs, which dynamically tests APIs from the outside in — simulating real attacker techniques to validate whether endpoints are actually exploitable, not just theoretically vulnerable.
Eliminate Critical API Attack Paths with Wiz API SPM (2026-06-01) · Jun 2026
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example
Extend attack surface visibility to any asset and get comprehensive external risk assessment beyond default cloud coverage.$ In the Wiz console, go to Attack Surface Management > Settings and enable 'Advanced ASM' to discover shadow APIs, unmanaged cloud services, and AI-generated applications.
AI Threat Readiness Pillar 1: Reduce Critical Exposures & Scan with AI (2026-06-04) · Jun 2026
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Scan a container image for vulnerabilities and secrets$ wizcli docker scan --image nginx:latest
+AI Code ScanningshippedAnalyses application source code using AI models to find intent-dependent vulnerabilities such as broken access control and business logic flaws that rule-based scanners cannot detect.8 releases · 1 other source · first seen Jun 2026▸
Atlas ranked #1 on CyberGym — the public benchmark for AI-driven vulnerability research — with a 90.9% success rate, and uncovered 200+ previously unknown vulnerabilities in heavily audited open-source projects including grpc, dnsmasq, Kubernetes, gVisor, the Linux kernel, and containerd.
changelog · Jul 2026
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Introduces Atlas, an autonomous multi-agent AI system for AI SAST that maps attack surfaces via a code property graph (CPG), hunts vulnerabilities in parallel with independent agents, validates findings adversarially, and confirms them by dynamically executing a generated exploit in a dedicated execution environment.
changelog · Jul 2026
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Each Atlas finding is autonomously validated end-to-end: an adversarial debate stage (one agent argues exploitability, one argues against, a third adjudicates) filters false positives before a dynamic proof-of-concept trigger confirms real security impact.
changelog · Jul 2026
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Atlas development uses Evaluation-Driven Development (EDD), requiring strict quality metrics for every AI component and stage — including a dedicated validation eval that scores candidate ratings against known false-positive and true-positive ground-truth sets — before any pipeline change is accepted.
changelog · Jul 2026
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Atlas uses a Cyber Model Arena internal benchmark to continuously evaluate newly released models across threat modeling, hunting, validation, and proof-generation tasks, routing each pipeline stage to whichever model currently wins on that task.
changelog · Jul 2026
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Introduces a layered scanning model: continuous rules-based SAST via the Unified Policy Engine, periodic AI Code Scans on major updates, and deep frontier-model X-Ray analysis for mission-critical repositories.
AI Threat Readiness Pillar 3: Perform AI Code Analysis Natively in Wiz (2026-06-11) · Jun 2026
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example
Scan a source-code directory$ wizcli dir scan --path .
+Developer IDE and CI/CD policy enforcementshippedChecks code for secrets, misconfigurations, and vulnerable dependencies at the developer's IDE and blocks the same issues from reaching production through CI/CD policies.2 releases · 2 other sources · first seen Jun 2026▸
Wiz Code plugins (Wiz Skills and Wiz Hooks) bring policy enforcement into the developer IDE, scanning at pre-commit and pre-push for secrets, IaC misconfigurations, and vulnerable dependencies — including code written by AI agents.
AI Threat Readiness Pillar 2: Accelerate Patching and Response (2026-06-09) · Jun 2026
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Wiz CI/CD Policies enforce the same cloud-environment policies at build time, blocking vulnerabilities, misconfigurations, and exposed secrets before deployment.
AI Threat Readiness Pillar 2: Accelerate Patching and Response (2026-06-09) · Jun 2026
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· release history
example
Scan infrastructure-as-code in the current directory$ wizcli iac scan --path .
Authenticate the CLI with service-account credentials$ wizcli auth --id <client-id> --secret <client-secret>
+Security Graph correlation and attack path analysisshippedCorrelates findings across cloud infrastructure, identities, data, and applications to surface and rank the attack paths most likely to cause real harm.9 releases · 2 other sources · first seen Jun 2026▸
Shared capability: Vulnerability prioritization
release
9 total
Enables AI to query and reason over the Wiz Security Graph — including findings, issues, vulnerabilities, attack paths, identities, cloud infrastructure, code, data, and runtime relationships.
Build AI Security Agents with Wiz MCP (2026-07-02) · Jul 2026
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Extends the Wiz Security Graph to on-premise assets, correlating infrastructure context with workload findings to surface toxic combinations and cross-environment attack paths.
Bridging the Visibility Gap: A Unified Security Operating Model for Hybrid Cloud Teams (2026-06-29) · Jun 2026
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Enables visibility into AI workload network behavior, including containers making live connections to remote MCP servers that were never declared in configuration or policy.
Uncovering Hidden Attack Paths in Cloud Environments Using Runtime Signals (2026-06-25) · Jun 2026
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Adds runtime network telemetry from the Wiz Runtime Sensor into the Security Graph, correlating live connections (container-to-database, pod-to-pod, DNS queries) with existing risk findings to expose complete attack paths.
Uncovering Hidden Attack Paths in Cloud Environments Using Runtime Signals (2026-06-25) · Jun 2026
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Available automatically to all existing Wiz Cloud and Runtime Sensor customers across Graph Controls and Issues — no additional deployment required.
Uncovering Hidden Attack Paths in Cloud Environments Using Runtime Signals (2026-06-25) · Jun 2026
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Surfaces correlated runtime + risk findings as a single critical Issue, replacing separate agentless findings with one prioritized, validated attack path view.
Uncovering Hidden Attack Paths in Cloud Environments Using Runtime Signals (2026-06-25) · Jun 2026
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· release history
example
Let an AI agent surface only exploitable vulnerabilities an attacker could chain to reach sensitive data — ranked by remediation priority rather than raw CVE severity.$ Surface only the open vulnerabilities an attacker could realistically chain to reach sensitive data, explain the attack path for each, and rank them by what to remediate first.
Build AI Security Agents with Wiz MCP (2026-07-02) · Jul 2026
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Identify internet-facing containers with vulnerabilities that have an active runtime network connection to sensitive data stores — a combined risk that agentless scanning alone cannot surface.$ In the Wiz console, go to Security Graph > Issues and filter by Issues that include a Runtime signal layer to view attack paths where a live network connection joins an exposed/vulnerable workload to…
Uncovering Hidden Attack Paths in Cloud Environments Using Runtime Signals (2026-06-25) · Jun 2026
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+Security event correlation1 featureLogs and telemetrysince 2026▸
+Runtime threat detection and responseshippedMonitors Linux, Windows, and Kubernetes workloads in real time to detect threats, correlate them with cloud-layer events, and respond by capturing forensics or killing malicious processes.9 releases · first seen Jun 2026▸
Shared capability: Security event correlation
Also counts toward: Agent-based deployment, User-defined detection rules, Kubernetes-native deployment
release
9 total
Adds detection for five malicious @asyncapi npm package versions (@asyncapi/generator 3.3.1, @asyncapi/generator-helpers 1.1.1, @asyncapi/generator-components 0.7.1, @asyncapi/specs 6.11.2 and 6.11.2-alpha.1) tied to the July 14, 2026 supply chain attack.
changelog · Jul 2026
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Runtime Threat Detection via the Runtime Sensor continuously monitors on-premise workload behavior, delivering high-fidelity alerts with automated forensics collection and AI-powered initial investigation via the Blue Agent.
Bridging the Visibility Gap: A Unified Security Operating Model for Hybrid Cloud Teams (2026-06-29) · Jun 2026
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Introduces Automated Runtime Response for Windows: policies that automatically terminate malicious processes based on defined rules or threat categories.
Cloud-native Security for your Windows environment: Announcing the Wiz Runtime Sensor for Windows (2026-06-22) · Jun 2026
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Adds Wiz Runtime Sensor for Windows (GA), extending agent-based real-time monitoring and threat detection to Windows VMs and Windows Kubernetes nodes alongside existing Linux/container coverage.
Cloud-native Security for your Windows environment: Announcing the Wiz Runtime Sensor for Windows (2026-06-22) · Jun 2026
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Supports Custom Detection Rules for Windows, letting security teams define fleet-specific threat logic and behavioral detections beyond built-in rules.
Cloud-native Security for your Windows environment: Announcing the Wiz Runtime Sensor for Windows (2026-06-22) · Jun 2026
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Enables Runtime Risk Validation for Windows vulnerability management, identifying which vulnerable DLLs and packages are actively loaded in memory to prioritize genuinely exploitable CVEs.
Cloud-native Security for your Windows environment: Announcing the Wiz Runtime Sensor for Windows (2026-06-22) · Jun 2026
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+Other / not yet classified11 featuresFeatures we have not matched to a capability yet. A suggested match is marked.▸
+Cloud Cost managementshippedTracks, forecasts, and optimises cloud spend across AWS, Azure, and GCP with cost attribution, Kubernetes breakdown, commitment governance, and over 140 optimisation rules built into the Wiz console.12 releases · 3 other sources · first seen Jun 2026▸
release
12 total
Includes a dedicated AI Cost dashboard with model-level cost attribution and AI spend visibility across providers.
Introducing Wiz Cloud Cost: Powering Cost Management and Optimization with Context (2026-06-08) · Jun 2026
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Adds Cost Explorer with actual spend tracking, forecasting, and drill-down filtering by cloud platform, subscription, resource tags, resource type, and AI model.
Introducing Wiz Cloud Cost: Powering Cost Management and Optimization with Context (2026-06-08) · Jun 2026
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Supports cost attribution via Projects, RBAC scoped to project level, custom dashboards, and automation rules routing cost findings to Slack, Jira, or other integrations.
Introducing Wiz Cloud Cost: Powering Cost Management and Optimization with Context (2026-06-08) · Jun 2026
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Integrates Mika AI for cost spike investigations launched directly from the cost heatmap or monitor findings.
Introducing Wiz Cloud Cost: Powering Cost Management and Optimization with Context (2026-06-08) · Jun 2026
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Adds Pricing Updates feed showing upcoming cloud provider pricing changes and their projected impact on your environment.
Introducing Wiz Cloud Cost: Powering Cost Management and Optimization with Context (2026-06-08) · Jun 2026
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Adds a Kubernetes cost tab in Cost Explorer showing spend across clusters, top controllers, and allocated cost over time.
Introducing Wiz Cloud Cost: Powering Cost Management and Optimization with Context (2026-06-08) · Jun 2026
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· release history
example
Investigate a sudden cost spike and identify its root cause without leaving the cost view.$ In the Wiz console, go to Cloud Cost > Cost Explorer, open the Heatmap tab, click the anomalous time window, then select 'Launch Investigation with Mika AI' to get a root cause summary and suggested…
Introducing Wiz Cloud Cost: Powering Cost Management and Optimization with Context (2026-06-08) · Jun 2026
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Alert your team in Slack when a specific product's cloud spend exceeds a budget threshold, so engineers can investigate before a large overrun occurs.$ In the Wiz console, go to Cloud Cost > Cost Monitors > Create Monitor, scope the monitor to a Project (e.g., your payment-service project), set a fixed threshold on monthly spend, then create an…
Introducing Wiz Cloud Cost: Powering Cost Management and Optimization with Context (2026-06-08) · Jun 2026
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Review disk right-sizing recommendations informed by actual utilization data to find immediate savings on overprovisioned volumes.$ In the Wiz console, go to Cloud Cost > Optimization Opportunities, filter by 'Disk Right Sizing', sort by 'Estimated Monthly Savings', and open a finding to view remediation guidance and the linked…
Introducing Wiz Cloud Cost: Powering Cost Management and Optimization with Context (2026-06-08) · Jun 2026
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+Green AgentshippedInvestigates findings, traces them to their root cause, identifies the right team, and can coordinate with coding agents to issue pull requests or infrastructure patches.13 releases · 1 other source · first seen Jun 2026▸
Also counts toward: Built-in AI assistant
release
13 total
Wiz AI Agents are now available within Wiz for Gov, the FedRAMP High authorized environment, bringing AI-driven risk remediation to U.S.︀︄︇︀︅︉︀︅︀︀︃︀︀︅︅︀︅︊︀︄︆︀︃︄ public sector organizations handling sensitive and mission-critical data.
changelog · Oct 2026
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Wiz AI Agents offer configurable operational boundaries, allowing security teams to authorize agents to execute routine remediations autonomously or require human-in-the-loop approval before applying changes on sensitive systems.
changelog · Oct 2026
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Pen-test findings are automatically linked to continuous prioritization, ownership assignment, and remediation tracking, closing the loop between offensive assessment and ongoing exposure management.
changelog · Aug 2026
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· release history
Enables Green Agent–driven code-to-cloud remediation from the IDE: traces Wiz Issues to responsible repositories, generates fixes, and opens pull requests.
Build AI Security Agents with Wiz MCP (2026-07-02) · Jul 2026
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Wiz Green Agent now includes WizOS image recommendations in remediation guidance for container CVEs, with a Send to Coding Agent action that automatically opens a repo issue and passes full context to the coding agent for hands-off migration.
Start Secure in the AI Era: Accelerating AI Threat Readiness with WizOS (2026-06-30) · Jun 2026
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Remediation stage includes the Wiz Green Agent — an AI-powered investigation and remediation engine that automates root-cause analysis and ownership mapping — and tracks posture improvements against SLAs.
Wiz Exposure Management Dashboard: Your CTEM Command Center (2026-06-16) · Jun 2026
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example
Accelerate remediation by using Green Agent to identify root cause and route actionable fixes directly to resource owners.$ In the Wiz console, open a Validated External Risk Issue, select 'Green Agent', and review the contextual root-cause guidance and recommended fix, then trigger the associated Wiz Workflow to route…
AI Threat Readiness Pillar 1: Reduce Critical Exposures & Scan with AI (2026-06-04) · Jun 2026
· source
+Exposure Management DashboardshippedsuggestedGives security teams a single console covering the full exposure-management lifecycle across cloud, code, identities, AI workloads, and SaaS.9 releases · 2 other sources · first seen Jun 2026▸
Suggested capability: Vulnerability prioritization. This is our guess, not confirmed.
Also counts toward: Web management console
release
9 total
Introduces support for Continuous Threat Exposure Management (CTEM) workflows by bridging the Validation stage back to Discovery, Prioritization, and Mobilization within a single platform.
changelog · Aug 2026
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Adds automated DISA STIG compliance assessment for Amazon Linux 2023 (AL2023 V1R2 and V1R3 benchmarks) and Windows Server 2025, covering gaps where official SCAP content is not yet available.
changelog · Aug 2026
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Delivers continuous hardening validation for federal agencies and defense contractors operating in AWS GovCloud, supporting FedRAMP Rev5, FedRAMP 20x, CMMC, and DoD authorization requirements.
changelog · Aug 2026
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Surfaces IaC coverage as a three-stage funnel metric (IaC-supportable → Tracked by IaC → Mapped to a declaration in code) within the Wiz platform to quantify how much cloud infrastructure is governed, traceable, and remediable via pull request.
changelog · Jul 2026
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Provides access to Wiz AI Skills — predefined, reusable agentic playbooks for vulnerability triage, remediation, threat investigation, compliance mapping, and more.
Build AI Security Agents with Wiz MCP (2026-07-02) · Jul 2026
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Supports a Custom Compliance Mapping Skill that maps internal security frameworks against existing Wiz policies, identifies gaps, recommends custom rules, and generates auditable coverage summaries.
Build AI Security Agents with Wiz MCP (2026-07-02) · Jul 2026
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example
Give a security leader an auditable compliance gap analysis by comparing an internal framework against existing Wiz policies and publishing results to a documentation tool.$ Compare our internal security framework against existing Wiz policy coverage, identify the gaps, recommend custom rules to close them, and produce an auditable coverage summary.
Build AI Security Agents with Wiz MCP (2026-07-02) · Jul 2026
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Enable the new Exposure Management Dashboard to begin operationalizing CTEM across your environment.$ In the Wiz console, go to Preview Hub and enable the Exposure Management Dashboard.
Wiz Exposure Management Dashboard: Your CTEM Command Center (2026-06-16) · Jun 2026
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+Automated remediation workflowsshippedChains investigation, root-cause analysis, ownership assignment, and ticket or PR creation into automated pipelines that trigger on new findings and route work through Jira, Slack, and other tools.6 releases · 2 other sources · first seen Jun 2026▸
Also counts toward: Ticketing integration
release
Enables Blue Agent–powered SOC workflows: correlates threats with SIEM data, builds investigation timelines, and creates remediation tickets with documented findings.
Build AI Security Agents with Wiz MCP (2026-07-02) · Jul 2026
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Wiz Workflows enables automatic triggering of remediation playbooks upon threat detection, turning a detected on-premise threat into a resolved one without manual intervention.
Bridging the Visibility Gap: A Unified Security Operating Model for Hybrid Cloud Teams (2026-06-29) · Jun 2026
· source
· release history
Wiz Workflows enable automated remediation pipelines, such as triggering a Green Agent investigation on critical Issues and opening an assigned Jira ticket automatically.
Wiz Exposure Management Dashboard: Your CTEM Command Center (2026-06-16) · Jun 2026
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· release history
Wiz Workflows can now chain Green Agent investigation, root-cause analysis, ownership assignment, and PR creation into a single automated remediation pipeline triggered on Issue creation.
AI Threat Readiness Pillar 2: Accelerate Patching and Response (2026-06-09) · Jun 2026
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· release history
Wiz Workflows adds a built-in Assign Ownership template that automatically routes Critical Issues to the identified owner without manual triage.
AI Threat Readiness Pillar 2: Accelerate Patching and Response (2026-06-09) · Jun 2026
· source
· release history
Automated remediation routing via Wiz Workflows: findings can be automatically assigned to the appropriate application owner, infrastructure team, or developer, and combined with Green Agent guidance for repeatable remediation processes.
AI Threat Readiness Pillar 1: Reduce Critical Exposures & Scan with AI (2026-06-04) · Jun 2026
· source
· release history
example
Accelerate MTTR on a critical container finding by routing a WizOS fix straight to an engineering issue with full context.$ In a Wiz Green Agent remediation recommendation for a container image CVE, click 'Send to Coding Agent' — Wiz opens a repository issue, tags your AI coding agent, and passes the specific WizOS image…
Start Secure in the AI Era: Accelerating AI Threat Readiness with WizOS (2026-06-30) · Jun 2026
· source
Automatically investigate a critical Issue, identify its owner, and open a fix PR — turning hours of manual triage into a minutes-long automated flow.$ In the Wiz console, go to Workflows > New Workflow, select the 'Assign Ownership' template, add a Green Agent investigation step triggered on Critical Issue creation, then append a 'Create PR' action…
AI Threat Readiness Pillar 2: Accelerate Patching and Response (2026-06-09) · Jun 2026
· source
+Unified Vulnerability ManagementshippedsuggestedManages the complete vulnerability lifecycle by combining native Wiz scan data with third-party findings, tracking SLAs, ownership, and progress in one place.6 releases · 1 other source · first seen Jun 2026▸
Suggested capability: Vulnerability prioritization. This is our guess, not confirmed.
Also counts toward: Import from a competing product
release
Supports an Import Security Reports Skill that extracts findings from external penetration test reports, maps them to cloud resources, and creates Penetration Test Findings in Wiz.
Build AI Security Agents with Wiz MCP (2026-07-02) · Jul 2026
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Supports ingestion of findings from existing on-premise scanners via Unified Vulnerability Management (UVM) to centralize hybrid risk strategy.
Bridging the Visibility Gap: A Unified Security Operating Model for Hybrid Cloud Teams (2026-06-29) · Jun 2026
· source
· release history
New Runtime Validation confirms whether a vulnerable package is actually loaded into memory and actively running, separating theoretical CVEs from live exploitable risks.
Bridging the Visibility Gap: A Unified Security Operating Model for Hybrid Cloud Teams (2026-06-29) · Jun 2026
· source
· release history
Unified Vulnerability Management (Wiz UVM) ingests data from existing third-party scanners alongside native Wiz cloud and code scanner data.
Wiz Exposure Management Dashboard: Your CTEM Command Center (2026-06-16) · Jun 2026
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· release history
Operates as an open platform: ingests findings from external scanners and frontier models alongside native scans, enriching all findings on the Wiz Security Graph under a unified workflow.
AI Threat Readiness Pillar 3: Perform AI Code Analysis Natively in Wiz (2026-06-11) · Jun 2026
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Adds Posture Policies to govern lower-severity findings as security debt, with configurable remediation SLAs, team ownership tracking, and board-level progress reporting across the full vulnerability lifecycle.
AI Threat Readiness Pillar 3: Perform AI Code Analysis Natively in Wiz (2026-06-11) · Jun 2026
· source
· release history
example
Operationalize a penetration test report by importing it into Wiz, mapping findings to cloud assets, and creating tracked Penetration Test Findings — eliminating the static-report problem.$ Import this penetration test report into Wiz, map findings to my environment, and create Penetration Test Findings.
Build AI Security Agents with Wiz MCP (2026-07-02) · Jul 2026
· source
+Container base-image migrationshippedsuggestedIdentifies the container images carrying the most CVE risk and automates replacing their base images by opening a pull request with the safer alternative.3 releases · 3 other sources · first seen Jun 2026▸
Suggested capability: Vulnerability prioritization. This is our guess, not confirmed.
Also counts toward: Agent-based deployment, Web management console
release
Makes the full WizOS Helm chart catalog browsable in the Secured Image Catalog in the Wiz portal.
changelog · Sep 2026
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· release history
New WizOS Migration Skill for AI coding agents surfaces the correct WizOS replacement image from Dockerfile context and can apply the base-image swap directly within the development environment.
Start Secure in the AI Era: Accelerating AI Threat Readiness with WizOS (2026-06-30) · Jun 2026
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· release history
New Secure Architecture Opportunities page (public preview) in Wiz Findings groups WizOS migration candidates by image type (e.g., Python, nginx) with associated CVEs, related issues, and estimated migration effort for risk-ordered prioritization.
Start Secure in the AI Era: Accelerating AI Threat Readiness with WizOS (2026-06-30) · Jun 2026
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· release history
example
Browse available WizOS Helm Charts and verify a chart's provenance and SBOM before installing into a cluster.$ In the Wiz portal, navigate to Secured Image Catalog, locate the desired WizOS Helm chart, and review its attached SBOM and provenance attestation before running `helm install`.
changelog · Sep 2026
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Find which container image types carry the most CVE risk and get a prioritized migration plan before touching any Dockerfiles.$ In the Wiz console, go to Findings > Secure Architecture Opportunities, filter by image type (e.g., Python, nginx), and review the associated vulnerabilities, security issues, and estimated effort…
Start Secure in the AI Era: Accelerating AI Threat Readiness with WizOS (2026-06-30) · Jun 2026
· source
Patch a critical container CVE without leaving your AI coding agent — let the WizOS Migration Skill swap the base image automatically.$ In your AI coding agent, invoke the WizOS Migration Skill against your Dockerfile; the skill identifies the appropriate WizOS replacement image and applies the base-image swap directly in the file.
Start Secure in the AI Era: Accelerating AI Threat Readiness with WizOS (2026-06-30) · Jun 2026
· source
+WizOS Helm Chart catalogshippedProvides a curated catalog of hardened, minimal Helm charts — covering data, delivery, GitOps, observability, signing, access, and automation workloads — built, signed, and shipped with provenance and SBOMs by Wiz, isolating deployments from upstream supply chain risks.6 releases · first seen Sep 2026▸
Also counts toward: Kubernetes-native deployment
release
Introduces WizOS Helm Charts — hardened, minimal Helm charts built, tested, and signed by Wiz in its own pipeline, isolating deployments from upstream supply chain risks.︀︄︇︀︅︉︀︅︀︀︃︀︀︅︅︀︅︊︀︄︆︀︃︄
changelog · Sep 2026
· source
· release history
Adds OpenSSH Server and Ansible (with major cloud collections included) to the WizOS catalog for access and automation.
changelog · Sep 2026
· source
· release history
Adds Valkey Bundle (with search, JSON, Bloom, and LDAP modules) and Redis Operator to the WizOS catalog for data workloads.
changelog · Sep 2026
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· release history
Adds Argo Rollouts (with a FIPS variant), Sealed Secrets, and KEDA to the WizOS catalog for delivery and GitOps use cases.
changelog · Sep 2026
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· release history
Adds Grafana Loki and Alloy (with anonymous usage reporting off by default) and Redis Exporter to the WizOS catalog for observability.
changelog · Sep 2026
· source
· release history
Signs every WizOS image and ships it with provenance and an SBOM, enabling verification of origin and contents at install time.
changelog · Sep 2026
· source
· release history
+API Security Posture ManagementshippedDiscovers all APIs across cloud gateways — including forgotten and unauthorised ones — and enriches each with exposure, authentication, and sensitive-data context.4 releases · 2 other sources · first seen Jun 2026▸
Also counts toward: Agentless deployment
release
Extends AI workload coverage to on-premise environments, providing visibility into AI technologies and detecting AI-specific threats such as suspicious prompt activity.
Bridging the Visibility Gap: A Unified Security Operating Model for Hybrid Cloud Teams (2026-06-29) · Jun 2026
· source
· release history
Enriches every discovered API with context: external exposure, authentication configuration, sensitive data access, and associated cloud resources.
Eliminate Critical API Attack Paths with Wiz API SPM (2026-06-01) · Jun 2026
· source
· release history
New Wiz API Security Posture Management (API SPM) module provides continuous, agentless discovery of APIs — including shadow and zombie APIs — across AWS API Gateway, Azure API Management, Google Cloud API Gateway, and Apigee.
Eliminate Critical API Attack Paths with Wiz API SPM (2026-06-01) · Jun 2026
· source
· release history
Identifies toxic combinations by mapping exposed API endpoints through the Wiz Security Graph to sensitive data and cloud resources, surfacing the highest-priority attack paths (e.g., internet-accessible endpoint with confirmed SQL injection hosting PII).
Eliminate Critical API Attack Paths with Wiz API SPM (2026-06-01) · Jun 2026
· source
· release history
example
Discover which containers in your environment are actively communicating with external MCP servers at runtime — critical for AI workload blind-spot coverage.$ In the Wiz console, go to Security Graph > Graph Controls and query for workloads with observed DNS connections to remote MCP servers to review which containers are reaching external AI tool…
Uncovering Hidden Attack Paths in Cloud Environments Using Runtime Signals (2026-06-25) · Jun 2026
· source
Start reviewing your full API attack surface, including shadow APIs, immediately after GA enablement.$ In the Wiz console, go to API Security > API Security dashboard to view all discovered API endpoints, their sources (e.g., AWS API Gateway, Azure APIM), exposure status, and associated risk findings.
Eliminate Critical API Attack Paths with Wiz API SPM (2026-06-01) · Jun 2026
· source
+DISA STIG compliance assessmentshippedContinuously checks workloads against DISA STIG benchmarks and maps findings to federal compliance frameworks including FedRAMP and CMMC.3 releases · first seen Aug 2026▸
release
Adds Cosign (including keyless signing) and OpenSCAP (bundled with the DISA general purpose operating system baseline) to the WizOS catalog for signing and compliance.
changelog · Sep 2026
· source
· release history
Adds automated DISA STIG compliance assessment for Amazon Linux 2023 (AL2023 V1R2 and V1R3 benchmarks) and Windows Server 2025, covering gaps where official SCAP content is not yet available.
changelog · Aug 2026
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· release history
Delivers continuous hardening validation for federal agencies and defense contractors operating in AWS GovCloud, supporting FedRAMP Rev5, FedRAMP 20x, CMMC, and DoD authorization requirements.
changelog · Aug 2026
· source
· release history
+Wiz MCP integrationshippedLets external AI assistants and custom agents query the Wiz Security Graph and invoke Wiz AI capabilities through a secure integration layer.3 releases · first seen Jul 2026▸
Also counts toward: MCP server
release
Introduces MCP-based agent integrations in the Wiz Integration Network (WIN), enabling partner AI agents to pull live Wiz context — Issues, Findings, affected resources, attack paths, and blast radius — directly from customer tenants on demand during investigations.
changelog · Sep 2026
· source
· release history
Adds a GA WIN partners endpoint in the Wiz MCP, letting partner AI agents (Claude Code, Cursor, GitHub Copilot, or any remote-MCP-capable agent) search WIN documentation, retrieve API operations and required scopes, and query demo environment data without manual API calls.︀︄︇︀︅︉︀︅︀︀︃︀︀︅︅︀︅︊︀︄︆︀︃︄
changelog · Sep 2026
· source
· release history
Introduces Wiz MCP (general availability): a secure integration layer that connects AI assistants, custom agents, and AI-powered applications to the Wiz platform.
Build AI Security Agents with Wiz MCP (2026-07-02) · Jul 2026
· source
· release history
+Unified ownership detectionshippedCombines signals from code ownership files, Git history, cloud logs, resource tags, and CMDB data to automatically identify and assign the correct owner for each finding.1 release · first seen Jun 2026▸
Also counts toward: Ticketing integration
release
Unified ownership model aggregates signals from CODEOWNERS files, Git Blame, cloud event logs (e.g., CloudTrail), Resource Tag Rules, Backstage, and ServiceNow CMDB to automatically suggest the right Issue assignee.
AI Threat Readiness Pillar 2: Accelerate Patching and Response (2026-06-09) · Jun 2026
· source
· release history
Lines in monospace are the tool's own words: help text
parsed from its source, or an endpoint from its API document. Under
release, a line is our summary of a dated release. Under
docs, it is quoted from the tool's own documentation or
website. Each links back to the source it came from.
Command line
4 commands for Wiz, each
with where it came from. This tool has no source analysis yet, so there
is no option reference and no captured run beside them.
View
Source
No command matches.
Score card
Shipping velocityreleases a month, last 12 months
Documentation qualityrelease-notes rubric, 0–100
Breaking-change disciplinehow rarely a release breaks users, and notice given
Maintenance riskquiet time against its own cadence, maintainers
Innovation & surfacenew capabilities, API and MCP surface
Five scores for Wiz, each built from the releases, notes and API history this site tracks — and, on Researcher and Business, where it stands among every measured tool in its category and how that has moved.
Each score is 0–100 on a published rubric, derived from data this site already shows.
A dimension we cannot measure says so — it is never scored 0 and never enters a rank.
How this is scored
Shipping velocity — releases a month over the last 12 months, on a log scale where 16 a month scores 100. Needs 3 releases in the window.
Documentation quality — the release-notes rubric published on the analytics page, unchanged.
Breaking-change discipline — the share of releases carrying a breaking change (none scores 100, half or more scores 0). Only projects that label breaking changes are measured: a clean record cannot be told from an unlabelled one.
Maintenance risk — quiet time measured against the tool's own release cadence (quiet longer than 90 days and three typical gaps scores 0), plus the number of active maintainers and whether contributors are growing, where known. Higher is lower risk.
Innovation & surface — new capabilities in the feature ledger this year, API and MCP operations added, and the share of commits that are features: the mean of whichever we hold.
Community health (open-source tools only) — each is a direction, not a size: contributors this year against last, the bus factor now against a year ago, and issues closed per issue opened, where steady scores 50, doubled 100 and halved 0; plus the median time to a maintainer's first reply (an hour scores about 100, a month or more 0). A commercial card has no repository and carries none of the four.
Documented delivery (commercial tools) — when a vendor's documented new capabilities have slowed against its own baseline, that counts against the overall standing as heavily as two low dimensions. Steady delivery, or too little history to judge, leaves the standing alone; it is never a sixth score.
Open-source tools are scored on repository signals; commercial tools on their published changelog. Ranks compare tools within one category and one profile and need at least five measured peers; the overall standing needs three ranked dimensions. Best-in-breed or consolidator is a shape, not a quality, and is never scored.
Release-note detail over time
See how much detail Wiz puts in its release notes, quarter by quarter, and compare it with tracked tools in the same category. This history uses up to ten retained, reviewed notes per tool; sparse or blank older quarters may reflect that limit.
Wiz's home page and 21 more pages as they looked each month from September 2021 to October 2026: 94 renders, 19 changes of tagline or palette. Step through them, play them, or put any two months side by side.
Website history is included with Researcher and Business.