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2.8.0 Release Notes

Date: 2026-08-28
Environment: Intugle Prod
Release type: minor

API​

  • New EMR connector added.
  • MSSQL and EMR data-product creation validated.
  • Connection pool fix for agents reconnecting to Postgres.
  • Column IDs generated as UUIDs with backward compatibility.
  • Multiple table selection race condition fixed with distributed Redis lock.
  • Incremental pipeline no longer overwrites use-case summary.
  • Snapshot cleanup during new chatapp deployment.
  • Workspace import/export now supports moving deployed apps.
  • Deployed apps version control.
  • Import/export fixed for Databricks and EMR.
  • Import/export supports copying vector collections across environments.
  • Workspace agent preferences stabilized with reconciliation and distributed locking.
  • Metadata updates improved with optimistic UI and backend locking.
  • Cached questions search corrected.
  • Cached questions now store messages in memory for follow-up questions.
  • MCP header string payload issue corrected.

UI​

  • Data Product GenUI with Plan, SQL, and Results tabs.
  • Attribute selection and join builder with aggregation and calculated fields.
  • Human-in-the-loop review system with clarification questions and resolved history.
  • Publish workflow with in-chat action and checkpointer memory injection.
  • Data product content persistence with save/edit API and deployment progress tracking.
  • Deploy wizard updated: chains and user guidance consolidated into Agent Scope, and Enable Data Products toggle added.
  • Deployed app mobile sidebar UI issue fixed.
  • Sync prompt UI improved with detailed status.
  • Memory tab version-control fixes.
  • Fix Me reset button added.
  • Dialog boxes block close on outside click and resized for calculated field and Run All.
  • UI revamp for few-shots, concepts, and cached questions with tags and usage metrics.
  • Unstructured document processing: processing pipeline, chat session, and document metadata UI.
  • Intugle Flow integration with customized UI and runtime environment support.

Agent v2​

  • Data Product Agent supports creation and publish flows with new skills (data-product-creation, data-product-publish, calculated-field).
  • New synonym/variation retrieval for concepts and few-shots.
  • Vector collection creation updated for synonyms and variations.
  • Semantic search and shortlisted-row retrieval optimized.
  • Guidance-first SQL generation nudge.
  • Response agent nudged to use generative UI tools.
  • Configurable tool-call limit middleware.
  • Compaction bug fixed so conversational context is preserved.
  • Partial stages stored on query abort, disconnect, or timeout.
  • Abort, timeout, and disconnect messages are app-level configurable.
  • Blank or failed SQL attempts surfaced to the response agent.
  • Tracking of external user/session IDs and retrieved few-shot/concept IDs.
  • Cached semantic layer info read in deployed apps.
  • Unstructured Document Analysis agent enabled as sub-agent and tool.
  • Unstructured document processing: parsing, chunking, indexing, page summary, document summary, and tags.

Jobhandler Async​

  • Usage metrics tracking job for columns, few-shots, and concepts.
  • Databricks data-product jobs show a loading indicator in recent runs.

AI Services​

  • No changes in this release.

Scheduler​

  • No changes in this release.

Platform Fixes​

  • Observability table includes session ID, user ID, internal session ID, and internal user ID.
  • Vector collections copied across environments for workbench and deployed apps.

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