Hi there! I’m Iggy. The crazy one in the picture.

I am the CEO of Triform and extremely proud to send you today’s update. To me automation is about getting time to get NEW experiences rather than tedious repetition. This weekend I got to do a long due first visit at DreamHack. We’ve had an amazing and exhausting weekend at DreamHack Stockholm! I must say that I was more than skeptical when I heard the sales team had booked us for this HUUGE gaming festival. But it didn’t take more than a couple of hours until I was proven wrong. We had hundreds of people stopping by talking to us, and more than one of us lost our voices during the event.

- I guess geeks will be geeks and our demo screen with workflows and code really brought in our fellow nerds in like mosquitos to a black-light.

And what about this: after just 6 weeks we have 2 000+ triformers!

To celebrate this we're excited to share our biggest update yet!
(more about that at the bottom of this mail)

Over the past three weeks, we've shipped 112 commits across frontend and backend, adding 23,000+ lines of carefully crafted code. This release brings four major new capabilities and significant improvements across the platform.

But first - the 🚀 DreamHack Hackathon!

Deadline: Sunday 7 December 2025, 23:59 CET

Triform is still in an early, buggy, slightly chaotic state;
Perfect conditions for a hackathon!

After DreamHack , we’re now inviting you to a hackathon where you build automations, hunt bugs, and share honest feedback, shaping the future of Triform while competing for prizes (in Swedish Krona from Swedish Elgiganten). You find info, do the hand-in and send in a late signup at: The Triform and DreamHack Hackathon!

And now to the actual Change Log:

🎯 What's New

🤖 New AI Models

We've added 5 new AI models to give you more options:

• Claude Haiku 4.5 — Ultra-fast responses

• Gemini 3 Pro Preview — Google's latest flagship model

• GPT-5.1 — Next-generation OpenAI model

• Flash 2.5 — High-speed fallback option

• Kimi — Now our default chat model for better conversations

📦 Complete Storage System

You can now store and retrieve files directly in your workflows!

What you can do:

• Upload and download files via the new storage API

• Store files scoped to your project

• Use built-in save_file() and get_file() functions in Python actions

• Configure storage through project modifiers

Perfect for:

• Processing uploaded documents

• Generating and storing reports

• Image manipulation workflows

• Data export workflows

🎨 Interactive OAuth Widgets

Make it easier to authenticate and integrate with your mail, files and much more!

What's changed:

• Authenticate with Google, Microsoft, and Notion - directly in chat

• Windows auto-close after successful authentication

• Real-time status updates

• No more leaving your conversation to connect services

Why it matters:

Building workflows with certain third-party APIs is now seamless and intuitive.

⏰ Cron Triggers (Scheduled Workflows)

Schedule your workflows to run automatically!

What you can do:

• Use standard cron expressions to schedule workflows

• Set up daily, weekly, monthly automations

• Timezone-aware scheduling

• Monitor results of scheduled executions

Great for:

• Daily data syncs

• Weekly reports

• Scheduled maintenance tasks

• Periodic backups

📊 Executions Dashboard

A dedicated page to monitor all your workflow executions!

New features:

• View complete execution history

• Real-time execution status

• Filter and search through executions

• Better debugging with detailed execution info

• Clean tabbed layout

🎨 UI/UX Improvements

Cleaner Workspace

Properties panel hidden by default - Auto-opens when you select a node - More screen space for your canvas

Better Chat Experience

More concise formatting - Improved autoscroll behavior - Quick reply buttons in agent messages - Chat actions for interactive workflows

🐛 Bug Fixes

We've fixed over 20 bugs this release, including:

✅ Execution endpoint triggers now work more reliably, ✅ Project requirements parsing issues resolved, ✅ OAuth modifiers work better in chat, ✅ Fixed crash on empty executions page, ✅ Better handling of unresolved modifiers, ✅ Improved flow opening behavior, ✅ Fixed various schema validation issues

📈 By The Numbers

• 112 commits in 21 days

• 23,731 net lines of code added

• 4 major features shipped

• 5 new AI models added

• 20+ bug fixes

• Zero breaking changes

🚀 Try It Now

All these features are live and ready to use!

Get started by asking Triton (our builder) about them inside your project:

• Storage: Create a storage modifier in your project settings

• Cron Triggers: Add a cron trigger to any flow or agent

• Executions Dashboard: Check out your new executions page

• OAuth Widgets: Next time you authenticate, enjoy the seamless experience

🙏 Thank You

This massive update wouldn't be possible without your feedback and support. We're committed to building the most powerful workflow automation platform, and we're just getting started.

Have questions or feedback? Drop us a message or join our Discord.

Happy automating! 🎉

//Iggy Gullstrand - CEO

Another amazing couple of weeks has flown by.

Hannes has had “vacation”, but the change log begs to differ.

We have had a lot of people wanting to get seamless integrations with external services and as you can see, Zackarias has made some fantastic changes which should make things easier for you. Give it a shot and keep giving us feedback!

We are preparing for a visit to Helsinki and Slush, but fear not, nothing ever stands still.

Best wishes from me (Iggy Gullstrand)

October 23 - November 4, 2025

Major Development Period: 13 days of intensive platform improvements
Total Commits: 42 (27 backend, 15 frontend)
Focus: API integration, chat enhancements, and user experience

💡 Key Takeaways

This release represents a significant maturation of the Triform platform:

1. Smarter API Integration — Knowledge Store enables intelligent API research and caching

2. Better Development Experience — Deploy & Chat integration, loop support, and execution visibility

3. Enhanced Reliability — Better error handling, validation, and type safety throughout

4. Mobile UX — Continued improvements to mobile experience and responsiveness

Statistics:

• 27 backend commits over 13 days

• 15 frontend commits over 8 days

• 8 critical bugs fixed

• 5000+ lines of code added

🚀 Major Features & Enhancements

API Research & Testing System

• 🔬 Knowledge Store — Intelligent API research and caching system for better external API integrations

  • Persistent knowledge storage with semantic search

  • Automatic API documentation research and pattern recognition

  • Integrated testing capabilities for API workflows

Enhanced Chat Agent

• 💬 Execution Steps Visibility — Real-time execution steps now displayed

• 🔧 Improved Tool Calling — More reliable tool usage with better error handling

• 🔁 Loop Support in Actions — Actions can now iterate over collections

• 🎯 Actions in Chat — Interactive action buttons and UI elements within chat responses

• ⚡ Deploy & Chat Integration — Seamless transition from build to test to deployment

Action Builder Modernization

• 🏗️ Triform Syntax Integration — Actions now use Triform syntax during coding phase

• 🔄 API-Based Execution — Actions execute via API to test end to end

• ✅ Enhanced Validation — I/O validation against API schemas ensures type safety

• 📦 Requirements Building — Fixed requirements not consistently built during action build

Flow System Improvements

• 📊 Better Graph Validation — Catches structural errors early in flow design

• 🔁 Loop Support — Native support for nested flow structures with iteration

• 🎯 Build/Edit Operations — Expanded flow interface for iterative development

• 🔗 Enhanced Schema Handling — Improved validation logic for complex data flows

🎨 UI/UX Improvements

Mobile Experience

• 📱 Repositioned buttons for better mobile usability

• 🎨 Made chat button visible and usable

• 📐 Fixed multiple responsiveness issues across the application

• ✨ Enhanced mobile and tablet layout handling

Chat Interface

• 💡 Chat actions now render within conversation runs

• 🎯 Better visual feedback for ongoing operations

• 🔄 Improved chat store to handle interactive actions

Safety & Stability

• 🛡️ Added project ID validation before updates to prevent data corruption

• ✅ More robust project update mechanism

Visit at https://triform.ai/

Recent Development Summary (August 28 - October 28, 2025)

We’ve just opened up two weeks ago and our first 200 users have already produced more components than what a 1000 users did during our previous three month PoC.

2 Months of Intensive Development

This period represents a major transformation of the Triform platform with:

• 521 total commits (256 backend, 265 frontend)

• 1,292+ files changed across the platform

• ~50,000 net lines of code added

🎯 Major Achievements

Chat & AI Systems

• Beta: A Chat Interface where you can use any Workflow or Agent that you’ve built.

• Complete chat agent component with tool integration, making it easier to create Agentic Workflows, both manually and for our AI.

• Variable widget system for dynamic inputs, making use of variables easy.

• Message history, cancellation, and reverting capabilities to allow you to go back to a previous time in your project, by reverting to that interaction.

[Beta] Builder System

• Complete builder refactor with full chat agent integration

• Requirements gathering and completion system

• Flow builder with graph dependency tracking

• Remote builder execution support

Developer Experience

• Magic link authentication

• Global environment variables refactor

• User invite system

• Rudimentary mobile responsiveness

• Sample payload generation

• Comprehensive execution tracing