# October 6, 2025

**Release Highlights — v0.462.0**

Greetings from the **Beye.ai** team! 👋\
This release deepens our Iterative AI experience, sharpens context engineering, and adds a streamlined Salesforce-to-warehouse pipeline—plus lots of polish and reliability upgrades. Here’s the customer-facing roundup. 🚀

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**✨ New Features**

* **Iterative AI, now clickable** – Jump back to earlier answers, revisit branches, and re-enter a prior step in the conversation thread with a tap.
* **Richer Dataverses** – Cleaner UI and descriptive context fields help the AI understand dimensions and terminology for more accurate, on-topic answers.
* **Upgraded Iterative AI Prompts** – “Conversational analyst” responses now provide more strategic, data-referenced guidance.
* **Model Evaluation Option** – Added a leading frontier model to our evaluation framework to test fit with our mixture-of-experts approach.
* **Salesforce → Warehouse Pipeline** – A new ingestion path moves Salesforce data into your warehouse for analysis, with efficient staging and loading.
* **Message Controls** – Stage and select AI chat messages before sending; backend message handling supports additional metadata for smoother workflows.

**🛠️ Enhancements**

* **Faster Building Blocks** – Searchable variables panel, accordion column editor, and clearer tooltips.
* **Refined Layout & Typo­graphy** – Better spacing, readability, and two-way bindings for a more responsive feel.
* **Label & UX Tweaks** – Updated model labels/messages, improved send-message flow, dynamic status and elapsed-time displays.
* **Governance Hooks** – Finer-grained logging and permission checks around AI features.

**🔒 Reliability**

* **Graceful Rate-Limit Handling** – Automatic retries for third-party model rate limits.
* **Hardened Ingestion** – Safer Salesforce paths and better artifact organization.
* **Up-to-date Stack** – Dependency upgrades across the board.

**🧪 Tests**

* End-to-end coverage for Salesforce utilities and staging.
* Validation for Parquet upload/load flows.
* Identifier and SOQL validation checks to prevent malformed queries.

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Thanks for your continued feedback and partnership. Together we’re making **Generative BI** more strategic, reliable, and collaborative every week. 😊