Datasets:

openrae
/

duels

pretty_name: 'OpenRÆ Duels: BSidesNYC 2026 Red–Blue Agent Traces'
license: cc-by-4.0
language:
  - en
task_categories:
  - text-generation
tags:
  - agent-traces
  - agents
  - cybersecurity
  - red-team
  - blue-team
  - offensive-ai
  - defensive-ai
  - tool-use
  - openrae
configs:
  - config_name: episodes
    default: true
    data_files:
      - split: full
        path: data/episodes.parquet
  - config_name: traces
    data_files:
      - split: full
        path: data/traces.parquet
  - config_name: messages
    data_files:
      - split: full
        path: data/messages.parquet
  - config_name: events
    data_files:
      - split: full
        path: data/events.parquet
  - config_name: director_records
    data_files:
      - split: full
        path: data/director_records.parquet
  - config_name: artifacts
    data_files:
      - split: full
        path: data/artifacts.parquet

OpenRÆ Duels: BSidesNYC 2026 Red–Blue Agent Traces

Paired red-team and blue-team coding-agent traces collected during live, supervised cyber-range duels at the BSidesNYC 2026 AI Security Village in the public OpenRÆ TechVault environment.

This release contains 40 paired duels and 80 role traces. It preserves the collector recordings byte for byte under source/episodes/, provides trace-viewer derivatives under viewer/, and exposes linked Parquet tables under data/.

Structure

episodes: one row per paired duel.
traces: one row per Red or Blue trace.
messages: semantic reasoning, text, tool calls, and tool results.
events: every recorded collector-envelope event, including lifecycle and token telemetry.
director_records: contemporaneous experimental notes and interventions.
artifacts: hashes and roles for package artifacts.

Use the full split. Curation status is a column because this observational corpus includes qualified, partial, research-only, and unassessed sessions.

Source and provenance

The agents ran inside isolated OpenRÆ cyber ranges using the public lilrae platform and public TechVault scenario. See docs/PROVENANCE.md, docs/COLLECTION.md, and docs/SCHEMA.md.

Citation and license

Version: 1.0.0
DOI: https://doi.org/10.5281/zenodo.23459249
Data license: CC-BY-4.0