April 2026

Released: April 2026

This release rolls out Auth0 authentication across the platform and expands Clean Room Studio with in-browser R support, manual analysis syncing, and a more capable AI code editor.

🔐 Auth0 Authentication

GoFigr now authenticates users through Auth0 on both the web app and the gofigr Python client, with the legacy auth path available in dual mode for a smooth transition.

Key capabilities:

• Auth0 login on the web app, with the legacy UI removed

• MFA enrollment and live status directly from user settings

• Password change, email update, and claim sync routed through Auth0

• Separate SPA and CLI client IDs exposed via the /info endpoint

• gfconfig device-code login — the Python client now supports Auth0 Device Authorization Flow, auto-opening the browser for verification

• Dual-mode server authentication so existing API keys and legacy credentials keep working

Auth0 integration covers: Server v2.10.0, Web App v2.2.5, Python v2.2.0.

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🧪 Clean Room Studio: R Support

Clean Room Studio is no longer Python-only. Both the in-browser runtime and the AI code editor now understand R.

New capabilities:

• WebR Clean Room runtime — run R figures entirely in the browser with JS-side publishing and watermarking

• Package preloading, cache invalidation, and DataFrame preview for WebR

• Base R graphics support in Clean Room Studio

• R language support in the AI code editor — agentic code editing now works on R workspaces

• WebR publish() parameters — width, height, and dpi are honored in the WebR shim, matching the Python API

Clean Room (Python) → · Clean Room (R) →

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🔄 Manual Sync Analysis

Story analysis tracking is now an explicit, user-controlled action instead of a background auto-sync.

What's new:

• Sync Analysis button and modal replace auto-tracking for story updates

• Story config auto-saves before refine and recreate operations

• Streamlined "Story Updated" modal copy

• Auto-scroll to new slides is suppressed during sync to avoid jumpy layouts

AI Story Mode documentation →

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🤖 Smarter AI Code Editor

The AI code editor in Clean Room Studio gets more context and better recovery behavior.

Improvements:

• Auto-retry on failure — AI code changes are automatically retried on execution failure or no output, with runtime and publish() details added to the feedback prompt

• publish() parameter awareness — the editor knows about width, height, and dpi arguments

• Figure image and package context are now passed to the code edit agent for better grounding

• Improved chat context — the latest figure image is sent after conversation history, keeping responses grounded in the current state

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🐍 Python Client: @reproducible & Watermarks

The gofigr Python client sharpens its watermarking and broadens @reproducible parameter support.

Improvements:

• Short ID watermarks — watermark size calculation now uses short IDs, producing smaller, cleaner QR codes

• QR library migration from pyqrcodeng to python-qrcode

• @reproducible container support — decorator now handles tuples, numpy arrays, and nested containers

• Auto-injected publish in Clean Room code execution

• Matplotlib DPI capture in the clean room manifest for accurate Pyodide rendering

• Fixed pad_for_watermark widening images beyond the figure's intended width

• Fixed PosixPath serialization error in FileData.read

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Additional Improvements

• Workspace dropdown is always visible so users can create new workspaces from anywhere

• Workspace link in the revision view, with the workspace selector syncing on navigation

• Refresh buttons added to the revision view, revision selector, and related panels

• Real-time capture wizard: data tracking and Clean Room examples, gfconfig integration, and API key handling improvements

• Clean Room manifest viewer: raw JSON toggle and formatValue helper

• Backend performance improvements (faster short ID lookups, faster cold starts)

• Numerous scroll, layout, and copy fixes across Clean Room Studio and Story Mode