Integrations, Apis, Software Architecture, Distributed Systems, System Design, workflow automation, AI agents, reliability in production, LLM evaluation, data flows, observability, Production Engineering, conversational systems

state management , Apis, DevSecOps, CrewAI, Specification-to-Pull Request pipelines, multi-agent systems, memory orchestration, cost-per-request, agent-based systems, cost latency profiling, LangGraph, protocol-level interoperability, granular tracing, automated review incident-to-fix loops, evaluation tracing, LLM-native metrics