> ## Documentation Index
> Fetch the complete documentation index at: https://docs.sketricgen.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# In-Product Message Tracing + New Templates + Cleaner UI (Oct 24, 2025)

> SketricGen update: detailed in-product message tracing for debugging agents, six new templates, major UI polish, better integration handling, richer conversation inputs, and a clearer free-plan upgrade flow.

This release makes it easier to **debug agents**, **launch faster with new templates**, and enjoy a cleaner, more consistent experience across SketricGen.

## TL;DR

* Added **detailed in-product message tracing** to debug agent runs end-to-end
* Shipped **6 new production-ready templates** (with updated thumbnails)
* Big **UI/UX polish** across Chat, Flow Editor, Agent Cards, Node Inspector, Conversations
* Improved **integration + connection handling** (better status + notifications + management access)
* Upgraded conversation inputs: **Markdown, JSON parsing, boolean fields**, improved state handling
* Free plan users now see a clearer **upgrade path** (redirect to pricing with messaging)

***

## What’s new

### 1) In-product message tracing (debug agents end-to-end)

SketricGen now provides **detailed tracing inside the product** for messages and workflow testing so you can see what happened during an agent run, including:

* The user message and the agent’s internal reasoning steps (high-level)
* Tool calls made by the agent
* Inputs and outputs for each tool call
* The final response, with the full execution path visible

**Why it matters:** faster debugging, easier iteration during workflow creation/testing, and fewer “mystery failures” when agents behave unexpectedly.

> Screenshot/GIF placeholder: “Message trace view showing tool calls + inputs/outputs”

***

### 2) Six new templates (launch faster)

We replaced the previous template set with **six new, fully tested templates**, each with a professional thumbnail.

**Why it matters:** templates reduce time-to-value—start from a working pattern instead of building every workflow from scratch.

***

### 3) UI & experience improvements (cleaner, more consistent)

We shipped a broad polish pass across:

* Chat Window
* Flow Editor
* Agent Cards
* Node Inspector
* Conversations Page

Includes improvements to layout, spacing, padding, and typography for a more consistent UI.

**Why it matters:** faster building, fewer misclicks, and more confidence when configuring agents and workflows.

***

### 4) Better connection & integration handling (less friction)

Integrations now feel more reliable with:

* Improved **connection tracking** for agent nodes
* Better **success/error notifications** during app disconnections
* Easier access to **manage connected apps** (Pipedream, APIs, etc.)

**Why it matters:** fewer broken runs caused by disconnected tools, and quicker recovery when something changes in your connected stack.

***

### 5) Conversation & input handling enhancements (better structured data)

Conversation fields now support:

* **Markdown formatting**
* **JSON parsing**
* **Boolean inputs**
* Improved state management

**Why it matters:** agents can process and display structured inputs more reliably—especially useful for workflows that pass data between steps.

***

### 6) Subscription & access flow update (clearer upgrades)

Free plan users are now redirected to the pricing page with clearer upgrade messaging.

**Why it matters:** less confusion around plan limits and a more explicit path to unlock advanced capabilities.

***

## Who this release is for

* Teams building and testing workflows that need **fast debugging and clear visibility**
* Builders who want to ship faster using **ready-to-use templates**
* Anyone relying on **tool integrations** (Pipedream/APIs) and needing reliable connection status
* Workflows that pass structured data and benefit from **JSON/boolean inputs + Markdown**

***

## How to use (quick steps)

### Debug a workflow test with message tracing

1. Run a test message in Chat or during workflow testing
2. Open the **Trace / Run Details** view for that message
3. Review the execution timeline:
   * tool calls
   * inputs/outputs
   * intermediate steps
4. Fix prompts/nodes/connections and re-run

<img src="https://mintcdn.com/sketricgen/c4HlQLmBiw0POS1H/images/quickstart/test_traces.png?fit=max&auto=format&n=c4HlQLmBiw0POS1H&q=85&s=a1241b559338de2f64d6f177f3706a33" alt="Screenshot showing the Trace view opened from a test run with agent steps, tool calls, and execution details" width="3018" height="1598" data-path="images/quickstart/test_traces.png" />

### Start from the new templates

1. Go to **Templates**
2. Pick one of the new templates (look for the updated thumbnails)
3. Duplicate/customize for your use case
4. Connect tools/apps and run a test message

### Use structured conversation fields (JSON/boolean/Markdown)

1. Open the relevant conversation input configuration
2. Choose the expected type (JSON / boolean) or add Markdown
3. Test the workflow to confirm parsing and display behavior

***

## FAQ

**What is “message tracing” in SketricGen?**\
A run-level view that shows how an agent responded, including tool calls and the inputs/outputs between each step, so you can debug quickly.

**Can I see tool call inputs and outputs during testing?**\
Yes—traces show the tool calls made by the agent along with what was sent and what came back.

**Is tracing available during workflow creation and testing?**\
Yes—tracing is designed to help during workflow building and test runs so you can iterate faster.

**Do templates work out of the box?**\
They’re tested and ready to use, but you’ll still connect your own tools (apps/APIs) and customize prompts/settings.

**How do I pass structured data to an agent (JSON/boolean)?**\
Use the updated conversation fields that support JSON parsing and boolean inputs so your workflow steps receive the right shape of data.

**What happens when an integration disconnects?**\
You’ll now get clearer success/error notifications and improved connection tracking so you can fix issues faster.

***

## Get Started

* **Try SketricGen:** [https://www.sketricgen.ai/](https://www.sketricgen.ai/)
* **Browse Templates:** [https://www.sketricgen.ai/templates](https://www.sketricgen.ai/templates)
* **Docs: Traces & Optimization:** [/user-guides/traces-and-optimizations](/user-guides/traces-and-optimizations)
* **Docs: Structured Inputs/Outputs:** [/user-guides/structured-inputs-and-outputs](/user-guides/structured-inputs-and-outputs)
* **Docs: Managing Tools:** [/user-guides/tools](/user-guides/tools)
