AuraMind Labs

Selected experiments, with the limitations left on.

Labs is where AuraMind turns recurring workflow failures into public-safe evaluation tools. These artifacts demonstrate engineering direction; they do not imply customer adoption or production readiness.

Voice-agent QA

Realtime Voice Agent QA Console

Call-event scorecards for consent, latency notes, intake quality, tool calls and human handoff behavior.

Evidence: public repository with synthetic fixtures.
Limitation: not a production monitoring claim.

Inspect repository

Agent red team

Agent Red-team Regression Kit

Synthetic scenarios for testing tool-using agent boundaries and recording regressions.

Evidence: public repository and test structure.
Limitation: scenarios require domain review.

Inspect repository

Creator intelligence

TrendAtlas

A research prototype for turning public creator signals into an evidence-aware brief workflow.

Evidence: public prototype and repository.
Limitation: not live market intelligence.

Open the research record

Selection policy

Three useful artifacts are clearer than a repository counter.

AuraMind does not use a volatile repository count as proof. Selected projects remain here only while the link works, the public description matches the artifact and the limitation is still accurate.

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