Question: Is there a developer observability platform that can help me optimize cloud logging costs and improve continuous quality while maintaining security and compliance?

Lightrun is a full-fledged platform that provides real-time visibility into live applications without requiring code changes or redeployment. It works in cloud-native, microservices, Kubernetes, serverless and CI environments for live debugging, cloud-native application troubleshooting, and understanding code flow and behavior. Lightrun has security and compliance certifications including ISO-27001, SOC 2, GDPR and HIPAA, and can be easily integrated with many languages and IDEs, making it a powerful option for controlling cloud logging costs and improving continuous quality.

If you're looking for a broader range of features, Sumo Logic is worth a look. It can handle log management, monitoring and security information and event management with AI and machine learning. Sumo Logic offers cloud SIEM, cloud infrastructure security and compliance with PCI, HIPAA and SOC 2 Type 2. Its unified platform, AI-assisted troubleshooting and scalability make it a good option for developer and security teams looking for more powerful observability and compliance.

Another contender is Logz.io, which marries open-source monitoring tools like OpenSearch, Prometheus and OpenTelemetry to provide logs, metrics and trace data for identifying and resolving production problems. It offers high-performance log analytics, centralized metrics monitoring and AI-powered tools for anomaly detection and alert recommendations. Logz.io can integrate with more than 300 cloud platforms and applications, and its pricing is flexible, so it's a good option for companies large or small.