Feature

Outputs you can actually use.

Agents don't just produce text. They generate structured artifacts - reports, tables, charts, checklists, and files - rendered and stored so you can act on them immediately.

What you get

Structured outputs

Agents produce typed artifacts like reports, tables, checklists, charts, and timelines. Each artifact is displayed in a clean, visual format, not a wall of text.

Tables and data

Agents generate structured tables with sorting, filtering, and export. Useful for status reports, competitive analysis, financial summaries, and more.

Charts and visualizations

Bar charts, line charts, and other visualizations generated directly from agent analysis. No separate BI tool required.

Checklists and action items

Agents output actionable checklists: tasks to complete, items to review, follow-ups to schedule. Track progress right inside the run output.

Persistent files

Agents write files to a persistent filesystem scoped to the project. Generated reports, exported data, and intermediate results are always available.

Run-level traceability

Every artifact is attached to the run that produced it. You can trace any output back to the exact agent, trigger, and tool calls that created it.

How it works

Agents produce structured artifacts during each run - tables, charts, checklists, files, and more.

Each artifact is stored alongside the run log, so you can always see what was produced and why.

The platform displays artifacts in clean visual formats. No raw data, no copy-pasting into spreadsheets.

Files written to the project filesystem persist across runs, building up a library of agent-generated resources.

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