State of AI Engineering
For our 2026 State of AI Engineering report, we analyzed data from thousands of AI agent environments to assess trends in agent development, architecture, and operations.
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Applications
Data
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- Code Security
- Software Composition Analysis
- Static Code Analysis (SAST)
- Runtime Code Analysis (IAST)
- IaC Security
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- Cloud Infrastructure Entitlement Management
- Vulnerability Management
- Compliance
- Cloud SIEM
- Workload Protection
- App and API Protection
- Sensitive Data Scanner
- Security Labs Research
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- App Builder
- Cloudcraft
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- Teams
- OpenTelemetry
- Integrations
- IDE Plugins
- MCP Server
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- Manufacturing & Logistics
- Healthcare/Life Sciences
- Retail/E-Commerce
- Government
- Education
- Media & Entertainment
- Technology
- Gaming
- Amazon Web Services Monitoring
- Azure Monitoring
- Google Cloud Monitoring
- Oracle Cloud Monitoring
- Kubernetes Monitoring
- Red Hat OpenShift
- Pivotal Platform
- OpenAI
- SAP Monitoring
- OpenTelemetry
- Application Security
- Cloud Migration
- Monitoring Consolidation
- Unified Commerce Monitoring
- SOAR
- DevOps
- FinOps
- Shift-Left Testing
- Digital Experience Monitoring
- Security Analytics
- Compliance for CIS Benchmarks
- Hybrid Cloud Monitoring
- Edge Device Monitoring
- Real-Time BI
- On-Premises Monitoring
- Log Analysis & Correlation
- CNAPP
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