TODO.md

Features

• Rules · Create custom rules for each workflow (e.g. if AI bill is over $50 → switch to a cheaper model)
• Model Recommendation · Get recommendations on the best model (balancing cost, latency, and intelligence)
• Model Fallback · Choose a replacing model for when the primary is down
• Model categories · Let users choose between different model categories (e.g. fast, cheap, accurate)
• Autopilot · Autopilot chooses the appropriate model based on the task
• Guardrails · Create limits for the AI’s response
• Agents (Tools) · Integrate tools to your workflow

Other improvements

• SDK

  • Standard CRUD for everything
  • Add knowledge used to metadata

• UI

  • Async buttons instead of toast (multiple states)
  • Improve sidebar (emojis for workflow? separate workflows from other options?)

• Knowledge

  • Test using tools instead of retrieve

• Workflow UI

  • Improve header (details)
  • Improve creation modal
  • Steps in empty state
  • Model recommendation based on details provided

• Playground tab

  • Attachments

• Prompt tab

  • Versioning

• Model tab

  • Model fallback
  • Filters
  • Task requirements based on prompt/description

• Better support for thinking models

  • Expose reasoning
  • Set reasoning effort
  • Check different token prices for reasoning tokens

• API Key limits

• Support other models (Groq, Perplexity, Lamma, Azure)

• Status page

Past (Done)

Hiatus

25w 2025

• SDK/API error treatment

• Python SDK

• Context (segmented knowledge)

  • Docs
    • Excalidraw illustrations
    • Glossary
  • CRUD (UI)
  • SDK (Integration with threads API)

• Prompt tab

  • Enhance with AI

24w 2025

• Playground tab

  • Improve error treatment
  • Check knowledge in production

• Docs

  • Improve clarity
  • Add tutorials & guides

23w 2025

• Threads docs (missed from 22w)

• Link rescrape (knowledge/context)

• Model tab

  • Improve switch modal

22w 2025

Attachments

• UI (be able to see attachments used in a run)
• Test SDK
  • URLs
  • Base64
• Check docs

Threads

• Works

Playground

• Improve UI (less boxes)
• Fix streamed response

Usage

• Usage workflow selector

Knowledge

• Improve UI [G]
  • TextLoop when status changes (add number of chunks)
  • Animations
  • Show usage
• Validate plan limit [G]
  • 50MB free tier
• Fix big files upload [A]
• Improve chunking (must work with pdf, json, xml, html, csv, raw (txt))