> ## Documentation Index > Fetch the complete documentation index at: https://docs.genesiscomputing.com/llms.txt > Use this file to discover all available pages before exploring further. # v1.10.4 > Genesis Data Agents v1.10.4 release notes — March 6, 2026 ## v1.10.4 — March 6, 2026 ### On-demand tools and context management, 3-tier model selection, new connectors, RBAC enforcement, concurrency scaling, and broad reliability hardening #### Context-Aware Tools and Skills Tools, skills, and context are now managed in a new, more scalable and token-economical way. Agents search for and load capabilities on demand rather than carrying every tool in every request. * Agents discover and activate tools as needed instead of loading all tools upfront, significantly reducing token usage per request * Default tools and skills can be pinned as "always on" per agent for capabilities needed on nearly every turn * If an agent doesn't think it can do something it should, nudge it to "search your tools context" — it will find and load the right tool * Context-control service manages tool/skill budgets, thread guardrails, and runtime introspection * Context-tool call activity is now visible in the chat UI by default for transparency #### 3-Tier Model Selection A new 3-tier model structure gives users and admins fine-grained control over which model handles each interaction. * Three model tiers — Premiere (frontier), Normal (main), and Fast — available across all supported LLM providers * Switch tiers on the fly from the wrench icon in the upper right of the chat UI * Set different default tiers per agent and per blueprint phase for cost/quality trade-offs * Model selections have been reset to Premiere: Opus 4.6, Normal: Sonnet 4.6, Fast: Haiku 4.5 * Per-thread and per-message tier overrides for targeted quality control #### New Connectors and Integrations New enterprise data source connectors were added, expanding Genesis's reach into collaboration and metadata platforms. * Add Confluence connector with cloud and data center support, including spaces, pages, and attachment operations * Add SharePoint connector with list and download via delegated user OAuth * Add SharePoint client-credentials auth for tenant-wide app-only access * Add OpenMetadata connector tool with full CRUD, search, and egress-aware endpoint handling * Add custom Bedrock endpoint support with configurable auth header for enterprise API gateways #### RBAC and Access Governance Access control moved from advisory checks to enforced dual-key verification across all agent tools and connection paths. * Enforce dual-key RBAC across all agent tools — both user and bot must have access * RBAC single-key default with opt-in double-key per connection * Remove dynamic owner roles; resolve ownership from metadata instead * Filter per-object access grants from user permissions response * Remove budget fallback polling and speed up RBAC user lookups on Snowflake * Agent-to-app RBAC access inheritance — apps inherit access from creating agent #### Concurrency and Performance Targeted fixes eliminated bottlenecks that previously limited the platform to \~10 concurrent users. * Concurrency scaling fixes — 0 errors at 100 concurrent users * Fix SQLite write contention in cost/usage metrics service with dedicated writer thread * Add GIL-yield points in schema explorer to reduce event-loop lag * Offload plist-backed WebSocket history reads to background threads * Cache blueprint registry to eliminate redundant YAML reads * Express-lane tool-transition optimizations and async title generation * Enhanced tool chain timing with in-flight tracking and model-gap breakdown #### Genesis Scanner Pipeline (Digital Twin) A full Genesis object scanner was built from scratch, enabling the Digital Twin to index all internal Genesis objects and their relationships. * Add Genesis scanner core module with SQLite database scanning * Add dashboard and dataset metadata nodes with data flow edges and SQL lineage * Add schedule nodes and object relationship edges to the scanner pipeline * Add message-log mining for semantic enrichment and provenance edges * Add microapp scanning with LLM-based Python code analysis * Add internal genesis-scanner HTTP endpoints for server-side computation * Cleanup dead message\_log\_miner code and fix microapp node type mapping #### Snowflake and Deployment Operations Release and deployment workflows gained safer controls, improved environment handling, and operator visibility. * Automate changelog generation on release branch creation * Split release flow into create-release and create-rc orchestration * Add check-engine indicator lights to release dashboard * Make release-dashboard check indicators data-driven and add UAT pill * Add per-environment UPDATE deploy controls to release dashboard * Dispatch Snowflake GA deploy alongside Railway on promote-to-ga * Unify platform deployment config for multi-platform support * Cleanup: remove obsolete Snowflake workflows, sync oauth-proxy config * Add Slack notifications to Snowflake deploy workflow #### Databricks and EKS Enterprise deployment paths were expanded for Databricks persistence and AWS EKS hostname management. * Add Databricks persistent storage with snapshot/restore across deploy cycles * Support permanent EKS hostnames via configurable host variables * Add update-eks-image script to upgrade all three EKS deployments * Automate customer onboarding — ECR registry and license key generation #### Chat, Handoff, and UI Reliability Thread continuity and user experience were hardened across chat, notifications, theme, and panel behavior. * Harden chat, budgets, and microapp runtime recovery * Preserve original URL after Auth0/OIDC login redirect * Skip thread ownership check for synthetic "adhoc" thread ID * Avoid redundant thread title lookups in thread list * Restore one-on-one title updates and subscribe bot\_id * Close right-side panels on thread switch to prevent cross-thread bleed * Fix sandbox following user to unrelated chat threads * Harden system theme synchronization for automatic dark/light mode * Improve dashboard/app organization with tag-based filtering in the Apps view * Fix AG-Grid Databricks row grouping showing field names instead of values * Handle HTTP 202 in SQL API async query submit and status check * Harden request throttling and thread history handling for multi-tab traffic * Respect backend rate-limit windows in WebSocket reconnect flows #### Git Browser and Blueprint Workflows Git and blueprint workflows gained safer defaults and more resilient execution paths. * Harden git tooling and blueprint managed-repo workflows * Allow mission start when blueprint sync fails — show warning instead of blocking * Improve blueprint creation prompts for stronger phase exit criteria * Relax git policy for automated branch work #### Tools, Skills, and Platform Extensibility Agent tooling and operational capabilities were expanded for runtime administration and observability. * Strengthen sandbox build/start reliability and live work log refresh * Expand support docs indexing and startup diagnostics * Suspend metrics bridge uploads after consecutive DNS failures * Harden scheduler SQLite recovery and blueprint index cache invalidation * Pin APScheduler before v4 and guard next\_run\_time access * Mission initiator targeting for correct user attribution * Replace oauth-proxy deployments symlink with real file * Show context-tool calls by default and add execution lane to LLM logs * Harden tool\_call and Snowpark runtime handling #### Internationalization * Add Spanish i18n foundation with translations across all major dashboard surfaces *** #### Upgrade Notes Upgrade from `v1.9.2` to `v1.10.4` includes enforced dual-key RBAC, new connector integrations, and significant concurrency/performance changes. Validate role mappings, connection access policies, deployment defaults, and environment configuration in lower environments before production rollout.