Amazon Web Services introduced CloudWatch Omni, a unified observability platform that consolidates telemetry from AI agents, applications, and infrastructure into a single application-centric view. Th…
A developer discusses strategies for maintaining p99 latency during autoscaling cold starts, proposing predictive load management using machine learning to pre-warm services. The approach can reduce i…
A developer spent a week testing an AI agent's ability to handle security workflows, finding that connecting the Aikido Security MCP via Vinkually enabled multi-step investigative queries that previou…
A new automated workflow enables teams to build a nightly production error sweep loop that scans logs, traces errors to root causes, generates fixes, and opens pull requests without human intervention…