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Digma.ai logo
Digma.ai
✓ verifiedFreemium

Agentic AI SRE using dynamic code analysis to find, root-cause, and remediate code and infrastructure issues before production.

13K visits/mo
CloudKeeper Tuner logo
CloudKeeper Tuner
✓ verifiedPaid

Automated AWS usage optimization platform giving engineers 150+ recommendations across 50+ services, averaging ~10% savings.

43K visits/mo
Netify logo
Netify
✓ verifiedPaid

Local deep packet inspection and network intelligence giving businesses full visibility into application, VPN and Tor traffic.

253K visits/mo
accessiBe logo
accessiBe
✓ verifiedPaid

AI-powered web accessibility platform for ADA/WCAG compliance, blending automated remediation with expert services.

124K visits/mo424 saves
Middleware logo
Middleware
✓ verifiedFreemium

Full-stack observability platform with an AI SRE agent that detects, debugs, and auto-fixes issues across infra, apps, and users.

47K visits/mo713 saves
Pricing
Free for Developers: $0 (local, single user)
Teams: $450/month (5 microservices, unlimited users)

Free trial available

CloudKeeper Tuner: 2% of monthly AWS bill (1% for CloudKeeper AZ/EDP+ customers)

Free trial available

No public pricing

accessWidget: from $59/mo
Micro: $490/yr (up to 5,000 visits/mo)
Growth: $1,490/yr (up to 30,000 visits/mo)
Scale: $3,990/yr (up to 100,000 visits/mo)

Free trial available

No public pricing

Core features
  • Dynamic Code Analysis engine
  • Automated root-cause analysis and remediation
  • Pull-request and config fix suggestions
  • MCP server for AI-assisted code review
  • Observability and data-source integrations
  • Runs locally or on-prem/private cloud
  • 150+ recommendations across 50+ AWS services
  • Zombie and unused resource cleanup
  • Over-provisioned rightsizing
  • Idle-resource scheduler
  • SpotBot for ECS Fargate spot/on-demand switching
  • AWS console extension with Slack/Teams alerts
  • Local deep packet inspection agent
  • Application identification data feeds
  • VPN and Tor IP datasets
  • Network informatics and analytics
  • Developer documentation
  • accessWidget automated AI remediation
  • accessScan accessibility auditing
  • accessFlow for accessible code
  • Screen-reader and keyboard-navigation support
  • Expert audits, VPAT and litigation support
  • CMS integrations
  • Infrastructure and application performance monitoring
  • Log monitoring with AI insights
  • Real user monitoring
  • OpsAI SRE agent for detection and auto-fix
  • Synthetic and browser testing
  • LLM observability
Use cases
  • Reducing incident resolution time
  • Catching performance issues pre-production
  • Enhancing AI code reviews with runtime data
  • Monitoring microservice performance
  • Cutting AWS spend automatically
  • Rightsizing over-provisioned resources
  • Scheduling idle resources off-hours
  • Giving DevOps in-console cost recommendations
  • Classify application traffic on a network
  • Detect VPN and Tor usage
  • Feed DPI data into security and analytics tools
  • Achieving ADA/WCAG compliance
  • Reducing accessibility litigation risk
  • Ongoing accessibility monitoring
  • Enterprise-scale accessibility programs
  • Monitor full-stack app and infra health
  • Debug incidents faster with AI
  • Correlate frontend and backend issues
  • Observe Kubernetes and cloud environments
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