Blog
Technical articles on AI agent observability, MCP tracing, and production cost management.
LangSmithComparisonMCPLangChain
TraceHawk vs LangSmith: AI Agent Observability in 2026
LangSmith is the default for LangChain teams — but if your stack uses MCP servers or has moved beyond LangChain, you're working around it. Full comparison.
March 20, 2026·7 min read
DatadogComparisonMCPCost
TraceHawk vs Datadog for AI Agent Monitoring in 2026
Datadog added MCP support in 2025 — but it costs $50k/year and treats MCP as an afterthought. TraceHawk was built MCP-first from day one at $99/mo. Here's the full comparison.
March 20, 2026·8 min read
MCPComparisonLangfuse
TraceHawk vs Langfuse: MCP support in 2026
Model Context Protocol is now the dominant way agents use tools. We compare how TraceHawk and Langfuse handle MCP tracing — and why first-class support matters.
March 19, 2026·6 min read