TensorTrace intercepts intermediate LLM states, tool inputs, and vector evaluations in real time. Isolate semantic drift, inspect nested loops, and guarantee agentic behavior at scale.
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MultiAgent_Customer_Support_v4
1,240ms
Execution Tree
Parsed user request for account balance drift alert.
Cosine similarity dropped to 0.71 (Threshold: 0.75). Potential semantic misalignment.
Formulated correction strategy. 240 tokens produced.
< 1.40ms
Zero SDK execution blocking
99.999%
Lossless state capture protocol
1.42B+
Across global production chains
42,901
Anomalous hallucinations caught
Autonomous workflows break traditional profiling tools. TensorTrace intercepts and reconstructs asynchronous execution traces so you can debug the exact moments where agents stray.
Track latency step-by-step. Visualize prompt vs response token footprints to monitor costs and performance bottlenecks across asynchronous agent pipelines.
Deep_Context_Search (980ms)
We intercept events deep within local environments, serverless clouds, and production workflows.
Our lightweight C-optimized middleware intercepts raw inputs and streams asynchronously. No blockages on pipeline generations or intermediate user interactions.
Understand search latency, index freshness, and semantic correlation coefficients across Milvus, Pinecone, or pgvector queries dynamically.
Pinpoint nested loops, infinite sub-agent recurrences, or failing tools. Filter runtime executions by trace duration, token overhead, or model version.
"We were losing thousands to recursive tool-loop generation errors. TensorTrace caught our agentic looping within minutes of dropping the SDK into our production cluster."
Lead AI Architect, HexaSynapse
"Observing intermediate embeddings and semantic drift triggers instantly made our customer support pipeline deterministic. I can't recommend this highly enough."
Director of DevOps, Nucleus.AI
"Traditional APMs don't understand LLM states or prompt parameters. TensorTrace was explicitly architected for developers building next-generation agent networks."
Founding Engineer, Spline Systems
Install our SDK with a single import line. Instantly stream execution metadata, intermediate inputs, and semantic drifts straight to your custom developer dashboard.
$ npm install @tensortrace/sdk-core
# Done in 2.3s. Ready to capture traces.