---
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](https://github.com/OpenRAE/lilrae) and public [TechVault scenario](https://github.com/OpenRAE/env-packs/tree/main/packs/techvault). 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`