Approvals, Chaos Mode, and Audit Integrity

What’s New

Approvals in the Dashboard Human-in-the-loop approvals now have a home in the dashboard. A new Approvals tab surfaces every pending request across your agents, so a reviewer can see what a tool is about to do and approve or reject it. An approved API run resumes when the client calls the resume endpoint. The record captures who decided what, with recognized secrets redacted from its argument preview. See Approvals.

Slack, Mistral, and File Attachments

What’s New

Slack Integration Connect Slack as a Connection and let your agents work inside your workspace. Agents can list channels and post messages through your connected Slack app, and the dashboard shows each connection’s authentication status with clear prompts when a reconnect or scope upgrade is needed. See Connections.

Approvals, Runtime Files, and Gmail Triggers

What’s New

Human-in-the-Loop Approvals Gate any agent tool call behind a human decision. Mark a tool as requiring approval and the run pauses when that tool is about to fire, so a person can approve or reject the action before it happens. This is built for tools with real-world side effects, like sending an email or updating a record. See Approvals.

Context Usage, Audit Log, and File Attachments

What’s New

Context Usage Breakdown See exactly what fills an agent’s context window on every run. A new usage panel attributes input tokens across instructions, conversation history, tools, Skills, and integrations, and an expandable context chip highlights the breakdown at a glance. Usage is aggregated across the runs in a session. See observability for details.

Evals, Agent Sharing, and Memory Compaction

What’s New

Evals for Tasks and Agents Test changes before you ship them with evals. Replay real past runs against a candidate revision and let a judge model score each result as pass or fail, so you catch regressions before they reach production. Eval pages are now shared across both Tasks and agents.

Agent Sharing and Cloning Share an agent with a public read-only link that shows its configuration without exposing credentials or run history, and let others clone it into their own project. Cloning is recursive and reports exactly what was copied, reused, or left for setup. Connections are copied as metadata only, so every project keeps control of its own credentials.

Skills, Connections, and Agent Versioning

What’s New

Skills Give your agents reusable, focused abilities with Skills. Browse ready-made Skills from the marketplace or build your own with instructions and reference files, all managed through a new create-and-detail interface. Skills are versioned, so you can iterate safely and pin the exact revision an agent uses. Skills can also declare the tools they depend on, and those dependencies are provisioned onto your agent automatically when the Skill is attached.

Integrations and Agent Experience

What’s New

Integrations Integrations are native, platform-managed connections to external services, starting with Google Workspace: Sheets, Docs, Slides, Calendar, and Gmail. Your agents can read and write these services directly, without you standing up an MCP server. Integrations join tasks, Skills, and MCP servers as a way to give agents tools. See Connections.

Skills and Knowledge Bases

What’s New

Skills Skills are reusable, versioned abilities your agents can call on to complete focused work. Browse a marketplace of ready-made Skills, or create your own project-scoped Skills with their own instructions and reference files. Skills are added to an agent alongside its tasks and tools. See Skills.

Agent Triggers and Execution Modes

What’s New

Triggers for Agents Triggers can now start an agent, not just a task. Fire an agent from an incoming webhook, or run it automatically on a recurring schedule with cron and time zone support. Webhook-triggered agent runs are accepted immediately and processed in the background, so long-running work never blocks the caller. See Triggers and runs.

Agents and MCP Connections

What’s New

Introducing Agents Agents are AI orchestrators that reason over natural language and call your existing tasks to get work done. An agent can select and run multiple tasks in sequence, hold a multi-turn conversation, and stream its responses as it works. Build one in the dashboard and give it the tasks it needs. See Agents.

Triggers and Automation

What’s New

Triggers and Webhooks Tasks can now run automatically in response to external events. Create a webhook endpoint that runs a task whenever an outside service calls it, map the incoming payload to your task inputs, and secure it with HMAC or bearer token authentication. Connect GitHub, Stripe, Slack, or any service that can send an HTTP request. See Triggers and Runs.

Visual Inputs for Tasks

What’s New

Image and PDF Inputs Tasks can now accept images or PDF documents as visual input for the model to read and reason over. Set how a task handles files with the new file input mode, choosing between images only, PDFs only, or both. This makes it straightforward to build tasks that check text against a screenshot, extract fields from a scanned document, or validate visual content. See Tasks.

Image Generation and Agent Protocol

What’s New

OpenAI Image Generation Create images directly in your tasks using OpenAI’s GPT Image model. Configure size, quality, and output format. The AI generates images from your prompts with support for various aspect ratios and quality levels.

A2A Protocol Support Connect your Rightbrain tasks to other AI agents using the Agent-to-Agent (A2A) protocol. Your tasks appear as agents that external systems can discover and call via standard JSON-RPC endpoints. Perfect for building multi-agent workflows.

Email Forwarding and JSON Schemas

What’s New

Email Task Forwarding Forward task results directly to email addresses. Configure one or more recipient email addresses and the task output will be sent automatically when the task completes. Uses a template editor with variable suggestions to customize the email content.

JSON Schema Import Import JSON schemas to define your output formats with validation. Paste or upload a schema and the system validates and applies it to ensure your task outputs match exactly the structure you need.

New Output Formats

What’s New

PDF Output Tasks can now generate PDF documents directly. The AI creates HTML content that’s automatically converted to polished PDFs with professional fonts. Perfect for reports, invoices, and formatted documents.

CSV Output Export structured data as CSV files with beautiful table displays in the interface. Great for data processing, analytics, and spreadsheet-ready outputs.

Share Examples and Download Results

What’s New

Share Tasks with Example Runs When sharing tasks publicly, you can now attach an example run to show exactly what the task produces. Viewers see the example inputs and outputs, and when they clone the task, those inputs are pre-filled automatically.

Organization Invite Notifications Team members now receive notifications when invited to join an organization. The invitation interface shows clear actions and better plan-based project creation options.

Task Cloning and Sharing Controls

What’s New

Task Cloning Duplicate any task with a single click. Clone tasks across projects - works for logged-in users, registered users who need to sign in, and new signups. Perfect for creating variations or sharing templates.

Task Run Visibility Controls New sharing dialog lets you control who can see task run results. Choose from owner only, editors and owners, or all viewers. Share buttons and visibility indicators now appear on task cards and lists.

Web Search and Task Sharing

What’s New

Perplexity Search Integration Tasks can now search the web using Perplexity AI, bringing real-time information into your workflows. Configure search context and result limits to get exactly the data you need for research, fact-checking, and content enrichment.

Task Run Sharing Share task results with team members or external stakeholders. Enable public sharing on tasks to collaborate more effectively and showcase your AI workflows.

Enhanced Document Processing and Integration

What’s New

Advanced Document Processing Significantly improved text extraction from PDFs, images, scanned documents, and complex layouts. Better accuracy means more reliable data extraction from even the most challenging documents.

Enhanced Integration Dashboard Redesigned interface makes it easier to integrate tasks into your applications with clearer code examples, better testing tools, and improved documentation.

Flexible Model Configuration

What’s New

Organization and Project Model Overrides Control which AI models are available at the organization or project level. Set defaults, restrict access to specific models, and ensure consistency across teams.

Configurable Fallback Models Choose your own fallback model for each task. When your primary model encounters issues, your backup automatically takes over maintaining quality standards.