| --- |
| 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` |
|
|
