AgentWEX is a local reliability node beside an AI agent runtime, connected to a shared compatibility-evidence network. It complements observability platforms, AI gateways, OpenTelemetry, OpenInference, and MCP registries instead of replacing them.
WHERE EACH CATEGORY FITS
Five layers. One precise gap.
01RUNTIME RELIABILITY NETWORK
AgentWEX
Job
Check an exact public agent-tool path before another call, then turn minimized completed outcomes into shared compatibility evidence.
Data surface
Bounded outcome receipts, route shape, versions, runtime, environment, and freshness.
Relationship
The local node is the privacy and policy boundary; the network supplies cross-operator evidence.
02PRIVATE APPLICATION OBSERVABILITY
LangSmith and agent observability
Job
Trace, debug, evaluate, and improve an agent application across prompts, models, tools, and datasets.
Data surface
Rich private traces and application context selected by the operator.
Relationship
Complementary: observe the private application there; share only a minimized public-tool outcome through AgentWEX.
03MODEL GATEWAY + OPERATIONS
Portkey and AI gateways
Job
Proxy model traffic, apply routing, retries and fallbacks, and monitor cost and model-provider behavior.
Data surface
Model request, provider, latency, cost, policy, and gateway observability data.
Relationship
Complementary: gateways operate model traffic; AgentWEX covers compatibility evidence for public agent-tool paths.
04TELEMETRY STANDARDS
OpenTelemetry + OpenInference
Job
Carry and describe traces, including generative-AI and tool spans, across compatible collectors and backends.
Data surface
Whatever span attributes and content the operator configures; those can include sensitive values.
Relationship
Infrastructure, not a competing product. AgentWEX receives bounded OTel outcomes and natively normalizes explicitly mapped OpenInference TOOL spans.
05DISCOVERY
MCP registries and catalogs
Job
List servers and tools so agents and people can discover what exists and how to connect.
Data surface
Published package, server, capability, and installation metadata.
Relationship
Complementary: registries say what is available; AgentWEX asks whether an exact path is working recently.
COMPOSABLE BY DESIGN
Observe privately. Share narrowly. Check before retrying.
01
Keep rich traces where they belong.
Use LangSmith, Portkey, or another observability backend for private debugging, evaluation, model traffic, cost, and application context.
02
Minimize on the computer.
The AgentWEX node drops prompts, arguments, results, credentials, source code, customer content, private URLs, and raw traces before creating a receipt.
03
Share the compatibility outcome.
Contribute only the exact public tool-path facts and bounded result needed to make the network useful to another runtime.
04
Let policy decide what runs.
Preflight and recovery routes are evidence, not execution authority. The runtime's existing policy gate—and the user—remain in control.
INTEROPERABILITY NOW
OpenTelemetry is the carrier.
AgentWEX accepts bounded OpenTelemetry generative-AI tool outcomes and can sit behind a deliberate collector fan-out without replacing an existing exporter.