> For the complete documentation index, see [llms.txt](https://docs.uptiq.ai/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.uptiq.ai/ai-workbench-qore/release-notes/2026/may-11th-2026.md).

# May 11

Version: 2.8.0

This release focuses on making agents smarter to build, easier to understand, and more reliable in production.

### Knowledge just got stronger

* Improved RAG accuracy and retrieval quality → better grounded responses
* Faster indexing and more stable document handling
* Direct ingestion from:
  * Google Drive
  * SharePoint
  * OneDrive
* Enables smoother workflows like document analysis, intake, and validation

### New Launch: Solutions (Beta)

* Ready-to-use Agentic AI solutions to jumpstart use cases
* Designed for faster onboarding and real-world workflows
* Still in Beta as we continue expanding coverage and depth

### Agent Builder Enhancements

* Plan before build → define intent and structure upfront for better outcomes
* Flow/plan decomposition → visual breakdown of steps, giving clarity into how the agent thinks and executes
* Checklist (Beta) → preview the exact steps your agent will follow for a given plan, making execution more predictable and transparent
* Faster execution with Plan + Checklist → reduces the time agents spend “figuring things out,” leading to quicker responses, lower costs, and more consistent outputs
* Agent versioning → save iterations, restore anytime, and download previous versions for reuse
* Manage Agent → all configurations (knowledge, integrations, capabilities) in one place for easier control

### New Integrations

* Redtail CRM
* Wealthbox CRM
* Alongside existing integrations like Stripe, Google OAuth, Resend, Twilio WhatsApp
* Expands ability to plug agents directly into business workflows

### Flow Builder

* Performance and usability improvements shipped
* Still in Preview as we continue evolving orchestration capabilities

### Reliability & UX Improvements

* Stronger error handling across builds, agents, and integrations
* Clear, user-friendly error messages instead of raw system failures
* Better handling of edge cases like:
  * API timeouts
  * delayed LLM responses
  * partial failures during execution
* Overall smoother and more predictable platform experience

### Agent Runtime 1.2

A sharper, safer, more capable runtime:

* Smarter → powered by newer models like GPT-5.4 and GPT-5.1, with checklist-based planning for known flows
* Safer → prompt sanitization + automatic PII detection & masking
* More capable → generate and execute JavaScript & Python code in sandbox

Also includes:

* Multi-model flexibility → switch between providers seamlessly without rebuilding agents
* Faster execution → skip planning for predefined flows using checklists
* Secure execution layer → run code safely with real outputs

**More detailed updates on Agent Runtime 1.2 will be available shortly.**

With these updates, the platform moves closer to enabling seamless, production-grade app and agent development at scale.

There’s more coming soon - keep building and sharing your feedback with us.

Happy building!

***

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<p align="right"><em>Maintained by</em> <mark style="color:green;">Abhishek Paul</mark><br><code>AI-assisted, human-approved</code></p>
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<div align="left"><img src="https://1326225582-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2F0qmgQjJ5aArDTj2ACFHG%2Fuploads%2Fgit-blob-d034645b4f8f8ee661985f5306b60ded3289653c%2Fmaintainer-abhishek-paul.png?alt=media" alt="" width="60"></div>
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---

# Agent Instructions
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