Trango Compute Inc. Joins the NVIDIA Inception Program

Trango Compute Inc. is excited to announce its membership in the NVIDIA Inception program. Trango Compute Inc., an NVIDIA Inception program member, builds ContextIQ: a set of browser-based inspectors for the parts of an AI system that are usually opaque until something breaks.

#NVIDIAInception

What ContextIQ Does

ContextIQ exists to make AI context and agent infrastructure visible and checkable. Each tool takes something an engineer would otherwise debug by squinting at raw JSON or logs, and shows what is actually there.

Area	Tool	What it checks
Tokens	Token Inspector	How text tokenizes under GPT-4o, Claude, Gemini and other tokenizers, and what that costs
Agent memory	Memory Visualizer	How memory is structured across long-running agent conversations
Identity	OIDC Inspector	OpenID Connect discovery documents and provider configuration
Agent protocols	Agent Protocol Inspector	Live MCP and A2A handshakes, agent cards and catalog checks for any URL
Agent payments	x402 Inspector	HTTP `402` payment challenges, v1 and v2 schemas
Agent identity	ERC-8004 Inspector (Beta)	On-chain agent identity and reputation checks

Public tools are free and need no sign-up.

Why It Matters to Us

Agents now discover tools, authenticate, and pay for resources through protocols that are still settling: MCP, A2A, x402, ERC-8004. When one of those integrations misbehaves, the failure is rarely in the model. It is a malformed agent card, a payment challenge in the wrong schema, a discovery document that does not match what a client expects.

Our approach is deterministic checks against real endpoints. The inspectors report what a server actually returns, so the results are repeatable and can be compared over time.

What Comes Next

We will keep expanding the inspectors as the agent protocols evolve, including the schema changes covered in our post on x402 v1 vs v2 payment requirements. If there is a protocol or failure mode you want visible, tell us.

Trango Compute Inc. is a member of NVIDIA Inception, and you can try any of the tools from the ContextIQ home page. To follow along, follow Trango Compute on LinkedIn.