WhiteBox Hq
PulseGate's liveness check found it on 14 Sep 2026; it is registered on GitHub and PyPI and has been in the index since 26 Jun 2026. How this is checked
WhiteBox is a platform designed to provide observability for AI decision-making processes, particularly for tasks such as classification, routing, extraction, moderation, and judging where the result space is finite. It addresses the challenge of AI models acting as opaque systems by running each decision through multiple language models, measuring their agreement, and analyzing log-probabilities to assess certainty. When the collective confidence falls below a user-defined…
Inferred · not functionally tested
Overview
5 featuresPurpose: Lack of transparency and confidence in AI model decisions for classification tasks.
Inferred · not functionally tested
Audience: AI engineers and developers
Inferred · not functionally tested
Functions: monitoring, analytics, collaboration
Inferred · not functionally tested
Interfaces: API: indicated (inferred, not tested) · MCP: unknown · CLI: indicated (inferred, not tested) · Self-hosting: unknown
Recorded constraints: pricing: unknown · license: MIT · platforms: CLI, API · deployment: cli, api_only
Constraint provenance is unknown; confirm requirements with the publisher.
Record sources: whiteboxhq.ai · github.com. These links do not verify the individual claims.
In the Agent monitoring & governance space, WhiteBox Hq takes a focused approach. Inferred · not functionally tested: Lack of transparency and confidence in AI model decisions for classification tasks. Inferred · not functionally tested: It is built as a B2B product for AI engineers and developers. Basis unknown · not verified: WhiteBox Hq is available on the command line and API.
WhiteBox Hq first shipped in 2026. Inferred · not functionally tested: Key capabilities include model agreement measurement, audit trail, and human escalation. Inferred · not functionally tested: Catalogued interfaces include a public API.
Summary written by a language model from the project’s public pages.
Tasks: Inferred · not functionally tested
- Model agreement measurement
- Audit trail
- Human escalation
- SDK integration
- Live decision feed
Topics: Inferred · not functionally tested
Built with & integrations
- Rails
- /assets/application- in the HTML
- local_oss
- bvllm in the HTML
- Cloudflare
- cf-ray header · cf-cache-status header
Trust & compliance
Indexing history
What PulseGate has recorded for this listing
Frequently asked questions about WhiteBox Hq
- What is WhiteBox Hq?
- Inferred · not functionally tested: Lack of transparency and confidence in AI model decisions for classification tasks. It is catalogued under Agent monitoring & governance on PulseGate.
- Who is WhiteBox Hq for?
- Inferred · not functionally tested: WhiteBox Hq is a B2B product built for AI engineers and developers.
- What platforms does WhiteBox Hq run on?
- Basis unknown · not verified: WhiteBox Hq runs on the command line and API.
- Is WhiteBox Hq still active?
- PulseGate's liveness check found it on 14 Sep 2026.
- When did WhiteBox Hq launch?
- WhiteBox Hq first shipped in 2026.
- Is WhiteBox Hq open source?
- Basis unknown · not verified: WhiteBox Hq has a public GitHub repository.
- Does WhiteBox Hq have an API or integrations?
- Inferred · not functionally tested: Yes — WhiteBox Hq exposes a public API.
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