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Ethics & research boundaries (agentic sinkhole)

This deployment is a first-party research honeypot. It measures traffic that voluntarily arrives at infrastructure we operate. It is not a general offensive capability.

Allowed

  • Operating zero-auth HTTP primitives on allocated research IPs.
  • Logging first-party request metadata, headers (secrets redacted), and bodies the client voluntarily POSTs.
  • Optional trivial header challenges to separate scripts from reasoning agents.
  • Publishing accurate /llms.txt, OpenAPI, and MCP cards for our endpoints.
  • Writing a paper about observed discovery/negotiation/retention behavior.

Not done in this program

  • Package typosquatting / dependency confusion on PyPI or npm.
  • Taking over expired domains that third-party codebases still reference.
  • Prompt injection into third-party sites (wikis, pastebins, forums).
  • Completing CAPTCHA/OAuth/SMS/credit-card flows on an agent’s behalf.
  • Sockpuppet “accepted answers” on Stack Overflow / GitHub issues.
  • Disrupting mail, SIP, BGP, or peer production services on the shared host.

Data handling

  • Auth headers, cookies, and DPoP material are redacted before persist.
  • Stored bodies are research data; exports used in papers should hash/truncate IPs and strip anything that looks like a live credential.
  • Retention default: JSONL rotation at 64 MiB; operator policy may shorten.

Human vs agent

Classifier labels (agent / script / human / unknown) are provisional heuristics (timing bands, User-Agent, voluntary X-Session-Purpose). They are not ground truth and must be described as such in any publication.