Greetings, Taskaders! 🌟
Say hello to our first AI Agent — The Research Agent, powered by GPT-4 with Web Search, automating repetitive tasks and making your workflow faster and smarter.
But that's just the beginning! Autonomous AI Agents are coming next.
TL;DR: The Research Agent, Project Q&A, and Reprompting shipped in 2023 were early steps toward today’s Taskade — now with multiple project views, 15+ frontier AI models from OpenAI, Anthropic, and Google, and 100+ integrations. Taskade Genesis turns any prompt into a living app powered by your workspace.
Then → Now: A single research agent in 2023 paved the way for today’s multi-agent research teams with built-in tools and persistent memory — see custom agent guides and Automations for end-to-end workflows.
| Dimension | 2023 H2 | Today (2026) |
|---|---|---|
| Research | AI Research Agent + Project Q&A + reprompting | 15+ frontier models + multi-agent research teams |
| Sources | Project content + uploads | Docs, web, YouTube, file OCR, knowledge memory |
| Reasoning | Reprompt single agent | Multi-agent collaboration with custom tools |
| Output | Q&A in project | Q&A + Automations + Genesis-built dashboards |
🔎 Research Agent: Single → Multi-Agent
┌──── 2023 · Single Research Agent ────┐
│ │
│ User ──▶ /research ──▶ Web │
│ │ │
│ ▼ │
│ Synthesized answer │
│ │ │
│ ▼ │
│ Reprompt loop ♻ │
└──────────────────────────────────────┘
│
▼
┌──── 2026 · Multi-Agent Research Team ─────────────┐
│ │
│ User │
│ │ │
│ ▼ │
│ ┌──────────┐ ┌──────────┐ ┌──────────┐ │
│ │Planner │────▶│Researcher│───▶│ Writer │ │
│ │ agent │ │ agent │ │ agent │ │
│ └────┬─────┘ └────┬─────┘ └────┬─────┘ │
│ │ │ │ │
│ ▼ ▼ ▼ │
│ Workspace DNA: Memory + Intelligence + Execution │
│ │ │
│ ▼ │
│ Dashboard, report, or Taskade Genesis app │
└───────────────────────────────────────────────────┘
Go deeper: AI Agents v2 • custom agents • agent knowledge • multi-agent teams • agent tools • Automations • Taskade Genesis • Community Gallery • Templates • Integrations.
The 2026 evolution
The single Research Agent + reprompt loop from 2023 is now a multi-agent team where a Planner dispatches a Researcher, the Researcher queries knowledge sources, and a Writer synthesizes the result — all using the same prompt patterns you used in 2023, just orchestrated across multiple models. Watch the step-by-step training flow:
Reprompting lives on — but now it's one agent refining another agent's output inside a durable workflow.
🔎 AI Research Agent
Tired of manual searches? Just type /research and let our AI agents do the digging for you, pulling together relevant insights and resources from the web. Learn more...
Taskade AI Research Agent in Mind Map View
Taskade AI Research Agent in List View
💬 AI Project Q&A
Chat with your projects using an intelligent AI consultant. Get instant, context-aware advice and insights to guide your work. You can also role-play various professions with AI Personas, perfect for practicing your next sales pitch or team presentation. Learn more...
Taskade AI Q&A Chat Consultant
🔄 AI Reprompting
Tired of one-off results? Our new Reprompt feature lets you instantly fine-tune the workflows created by the AI Generator. Learn more...
Taskade AI Repompting in AI Generator
Chain your prompts in a conversational workflow, guiding the AI Assistant until you get the perfect results you desire. Learn more...
Taskade AI Repompting in AI Assistant
✨ Other Improvements
New Advanced AI Capabilities: Introduced various AI features including Contextual Project Q&A and AI Project Studio for iOS and Android.
New Media Management: Media tab is launching soon in workspaces for easier management of multimedia content in your projects.
New: Added new AI Agents with web search capabilities.
New: Added support for Reprompting commands and more languages.
New: Prompt Library Additions: New AI prompts have been added.
New: Enhanced markdown footnotes support for better documentation.
New: Multi-Factor Authentication (MFA) is now available for improved security.
Improved: SAML and SSO permissions, login, and access for enterprise users.
Fixed various styling issues in the dark theme, editor, and AI assistant.
Fixed issues related to the onboarding process and role selection.
Various bug fixes and performance improvements.
Thank you for being part of our journey. Stay tuned for more exciting updates!
Do you have any questions? Visit our Help Center or let us know. 😊
— Team Taskade 🐑
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Frequently Asked Questions
What is Taskade's AI Research Agent?
The AI Research Agent is powered by GPT-4 with web search, automating topic research by searching the internet and compiling organized findings directly in your project. Type /research in the editor to let the agent do the digging for you.
How does AI Project Q&A work in Taskade?
AI Project Q&A lets you chat with your project in the sidebar. The AI reads your project's tasks, notes, and structure to provide context-aware answers, strategic insights, and actionable recommendations. You can also use AI Personas to role-play different professional perspectives.
What is AI reprompting in Taskade?
Reprompting lets you iteratively refine AI-generated content. After the AI Generator or AI Assistant produces an initial result, send follow-up prompts to adjust tone, add detail, or change direction — creating a conversational chain until you get exactly the output you need.
Does Taskade support multi-factor authentication?
Yes. Taskade offers multi-factor authentication (MFA) for improved account security. Enable MFA in your account settings to add a second verification step beyond your password when logging in.