Backed byYCombinator

Monitor your agents and understand your users

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PATTERN DETECTION

Understand patterns in agent usage

Automatically surface recurring patterns across your agent's conversations — competitor mentions, feature requests, compliance signals, and any custom pattern you define.

TOPIC CLUSTERING

Categorize how users use the agent.

Understand what your users are actually talking about. Automatically group conversations into topics, track how they shift over time, and zoom into any cluster to read the real exchanges.

SILENT FAILURES

Track how your agent silently fails

Catch tool call failures, hallucinations, and incomplete goals that never raise an exception. Know exactly when your agent silently broke — before your users do.

Proactiveness

Context delivered where your team works

Get recaps, alerts, and live context from your agent's production runs — without opening a dashboard.

Slack recaps & alerts

Get a daily digest of what broke, what succeeded, and what users asked most — delivered directly to your Slack channel.

MCP server

Query your agent's production data directly from Cursor, Claude, or any MCP-compatible client. Ask questions, get answers, fix issues — without leaving your IDE.

Email & webhook reports

Schedule reports or trigger webhooks on failure conditions. Route production context to any tool in your stack.

Insight Search

Search your agent's runs in plain English

Ask anything about your production conversations — "show me sessions where users got stuck", "find all tool call failures yesterday", "which topics drove the most drop-offs." No SQL, no dashboards.

Security & Compliance

Enterprise-grade security for AI data

SOC 2 Compliant

Independently audited security controls.

GDPR Ready

Support for access, deletion, and control.

PII Redaction

Sensitive data redacted at the edge.

Zero Data Retention

Privacy-first architecture with zero data retention options.

Tracing

Full execution traces for every agent run

See every tool call, LLM invocation, and step your agent took — in order, with timing and inputs/outputs. Understand exactly what happened inside any run without guessing.

instrumentation.ts
// register your agent in 5 lines
export async function register() {
if (process.env.NEXT_RUNTIME === "nodejs") {
const { registerOTelTCC } = await import("@contextcompany/otel");
registerOTelTCC();
}
}
Quick Setup

5 lines of code to production

Drop in without modifying your agent architecture (Vercel AI SDK, Claude Agent SDK, LangChain, and more).

Start shipping reliable agents today.

All Systems Operational
AICPA
SOC 2
The Context Company Inc. 2026
Made in Semiotic