MCP
MCP logging and observability tools, comparedA researched map of how teams actually watch MCP traffic today: the protocol's own shift to OpenTelemetry, the observability platforms that added MCP tracing, and the gap between debugging a server and running one.8 min readObservability articles and guides
Watching agents use APIs: telemetry from millions of tool calls, retry behavior, and the dashboards that make agent traffic attributable.
4 posts, newest first · UpdatedMCP
MCP servers are infrastructure. Run them like it.Weekend demos die on Monday. What we learned running MCP servers for real agent traffic, and what changes when a tool call has an SLA.8 min readMCP
23 tools, 4 agents, zero surprisesPer-agent activity, tool-level latency, and catching the schema gap before Claude does.7 min readMCP
What 1.2 million agent tool calls taught us about timeouts, retries, and the true cost of a vague error messageNinety days of production MCP traffic in numbers: retry storms, timeout cliffs, and why one ambiguous error string cost more than any outage did.1 min readShip notes, monthly
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