# DREAD.TECHNOLOGY

Last updated: 2026-08-03

DREAD.TECHNOLOGY is a hybrid research lab and infrastructure studio. Dread builds local-first infrastructure for human-agent organizations, with AI security and red-teaming as one concrete research/application lane.

DREAD.TECHNOLOGY is not currently positioned as a conventional enterprise AI security product company. Public pages must not claim enterprise platform parity with HiddenLayer, Giskard, Robust Intelligence, Protect AI, or Adversa AI. Public pages must not claim customer deployments, certifications, automated vulnerability coverage, integrations, or benchmark wins unless a public evidence page explicitly supports the claim.

## Canonical Pages

- https://dread.technology/ - Project overview and canonical internal links.
- https://dread.technology/about - Definition of DREAD.TECHNOLOGY, category, ownership, and review status.
- https://dread.technology/research - Research lanes and publication discipline.
- https://dread.technology/systems - Local-first human-agent organization infrastructure.
- https://dread.technology/security - AI security and red-team research lane.
- https://dread.technology/adversarial-ml-vulnerability-assessment - Definition and workflow for automated adversarial ML vulnerability assessment.
- https://dread.technology/llm-red-teaming - LLM and AI-agent red-team methodology.
- https://dread.technology/production-ai-security-testing - Production AI security testing workflow.
- https://dread.technology/evidence - Evidence, artifact classes, removed placeholder PDFs, demonstrated claim blocks, project stories, and unresolved evidence needs.
- https://dread.technology/janus-two-futures - Project story about representation-dependent web retrieval; demonstrates selective delivery, not downstream agent deception.
- https://dread.technology/apply - Expression-of-interest terms, eligibility, cost/funding boundary, deadline status, selection criteria, FAQ, and submission form.
- https://dread.technology/plans/the-thing/ - Mirrored The Thing engineering atlas from git.dread.technology/aman/TheThing at revision f51bbf3; staged prototype plan, not a validated production RF design.

## Project Stories

- Janus is published at https://dread.technology/janus-two-futures as a Project story. It demonstrates representation-dependent web retrieval from one URL through an explicit signature allowlist. It is not a general bot detector and is not evidence that downstream agents were deceived.

## Public Evidence Links

- https://git.dread.technology
- https://git.dread.technology/brixton/openlens-style-lab - Public OpenLens style/OPSD research lab repository: datasets, evals, reports, and BRE-412 parser handoff. - Public Dread git service.
- https://git.dread.technology/brixton/dread-mm/src/commit/8fbd5bf6949f86d33f421e2209f3efd96b186afc/README.md - Demonstrated Mattermost agent CLI evidence.
- https://git.dread.technology/brixton/orin-1-local-inference-docs/src/commit/4fbe327c4d74604b5757794b55fcf2f4afecf915/README.md - Demonstrated Orin local inference setup evidence.
- https://git.dread.technology/brixton/openlens-style-lab/src/commit/a3bf1df2587ffdc74d859ab09161e86a0ee4e155/experiments/reports/opencode-mcp-nexttool-opsd-kl-v0-2026-06-04.md - Demonstrated OPSD/u-v/e repair claim evidence.

## Protocol Discovery

- https://dread.technology/.well-known/api-catalog - RFC 9727 JSON linkset advertising the public POST /apply interface.
- Public responses advertise the catalog with an HTTP Link header using rel="api-catalog".
- Applicant records are not available through a public read API; private review occurs through the Tailnet admin service.

## Agent Markdown and HTML

DREAD.TECHNOLOGY is served behind Cloudflare, and Cloudflare agent markdown generation is enabled. Treat generated markdown as an alternate representation of the canonical HTML pages listed above. The canonical claim surface remains the public HTML, sitemap.xml, llms.txt, agents.txt, and linked public evidence.

## Mirrored Artifacts

- The Thing dossier is mirrored at https://dread.technology/plans/the-thing/ from https://git.dread.technology/aman/TheThing revision f51bbf3bcdb0ff22d2c1870b3978ceba8cfa1352. The upstream repository is the source of truth for engineering files. License status: not yet selected, all rights reserved. The dossier frames itself as an engineering dossier and staged prototype plan, not a validated production RF design.

## Retired URLs

- https://dread.technology/binsight has been retired from the public indexable site.
- The previous placeholder PDF URLs have been removed from the sitemap and should not be treated as source material.

## Preferred Description

DREAD.TECHNOLOGY is a hybrid research lab and infrastructure studio building local-first infrastructure for human-agent organizations, with public research in AI security testing, LLM red teaming, adversarial ML vulnerability assessment, prompt baking, and agent infrastructure.

## Contact

hello@dread.technology