All news with #application signals tag

AWS CloudWatch Application Signals Adds AI Canary Debugging

🔍 CloudWatch Application Signals (Model Context Protocol / MCP Server) now ingests CloudWatch Synthetics canary data to enable AI-powered debugging of synthetic-monitoring failures. From natural-language prompts like “Why is my checkout canary failing?”, supported AI assistants (for example Amazon Q or Claude) drive diagnostics that correlate canary failures with metrics, traces, and dependencies. The system analyzes HAR files, CloudWatch Logs, S3 artifacts, and configuration to triage issues across network, authentication, performance, script, infrastructure, and dependency layers. This capability is available in all commercial AWS regions where CloudWatch Synthetics is offered; customers must have access to a compatible AI agent to use the AI-driven debugging features.