> ## 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.

# v1.19.84

> Genesis Data Agents v1.19.84 release notes

## Genesis v1.19.84 Release Notes

**July 23, 2026**

Launchpad onboarding and estate measurement for migration validation, stronger agent tooling and handoff continuity, and reliability improvements across demos, AI providers, and the dashboard.

#### Launchpad and Onboarding

New guided onboarding helps every user get productive faster, with clearer migration planning and repeatable sales-demo journeys.

* **Launchpad onboarding** adds a first-login tour and a state-derived setup checklist so new users know exactly what to configure next.
* Each user can choose their own **default landing page** instead of always opening Launchpad.
* The **migration wizard** now shows source and target connections side by side for easier comparison before starting a migration.
* Sales Engineering demos use standard product journeys instead of private demo cards, with repeatable **client-file onboarding** scenarios.
* The onboarding checklist can advance memory-related setup steps without getting stuck on missing tools.

#### Estate Measurement and Migration Validation

Teams can characterize a database estate, freeze a point-in-time snapshot, and compare estates to validate migrations with evidence.

* Agents can **measure a database estate**, freeze it, and **compare two frozen estates** directly from chat.
* **Source-anchored measurement** characterizes an estate, self-verifies the result, and produces signed frozen contracts for diffing.
* An **in-app approval and verification UI** for transition contracts lets reviewers sign off on migration readiness without leaving Genesis.
* **Composite, text, and human-designated row-identity keys** support migration verification when simple column keys are not enough.
* Measurement now covers **timestamp, decimal, and boolean** columns instead of reporting them as unmeasurable.
* Databricks **integer and boolean** columns are compared by type instead of as text, reducing false positives.
* Databricks **NULL timestamps** no longer appear as differences when the underlying data matches.
* A frozen contract's content hash is preserved on load instead of being silently rewritten.
* Measurement passes survive a transient statement failure instead of aborting the entire estate scan.
* A schema-prefix migration no longer returns a misleading verdict when it compared zero objects.
* An **estate dashboard** provides a visual front end for estate characterization and comparison results.
* Opt-in **retention and compaction** for the System Diff reconciliation store helps long-running validation programs stay manageable.

#### AI Providers and LLM

OpenAI routing, provider configuration, and blueprint reliability are improved for more predictable agent behavior.

* **OpenAI now defaults to the LiteLLM engine**, aligning OpenAI with the same routing stack used for other providers.
* One-shot completions stay on the proxy protocol so **structured output** (`response_format`) is enforced consistently.
* Rate-limited blueprint missions **stop immediately** instead of waiting for a timeout.
* Provider configuration resolves **once per message** for faster and safer concurrent dispatch.
* Operators can set or clear the **OpenAI base URL** without activation silently baking the environment endpoint into stored config.
* Unroutable model strings are rejected at the assignments boundary instead of failing at call time.
* Embedding credentials resolve from App Config instead of a stale environment alias.
* Blueprint thread creation with **Claude on Cortex and LiteLLM** no longer fails on thread-based creation paths.
* Chat completion errors return typed failures instead of opaque error strings buried in response text.

#### Demo and Sales Engineering

Shared demo environments are safer, and presenters get tools to reset scenarios and run polished demonstrations.

* A **presenter panel** prepares, resets, and cleans up demo scenarios so every presentation starts from a known state.
* Presenter controls work for staff behind an OAuth proxy by trusting proxy-forwarded email headers.
* Shared demo environments **fail closed** and isolate concurrent Sales Engineer runs so one session cannot corrupt another.
* Reusable blueprints stay out of disposable demo scope so shared assets survive cleanup.
* Lab redeploys no longer break secret resolution, Databricks checks, or Slack setup.
* Sales Engineers can run deterministic demos for an **AUM app**, **cost optimization with approval gates**, and **dashboard correction with PR review** from natural-language prompts.
* Verified **Flow RCA completion** is preserved when follow-up model responses fail, so investigation results are not lost mid-demo.
* Presenters can simulate a pipeline failure and watch Eve investigate it automatically in Slack.

#### Chat, Handoffs, and Threads

Handoff workflows, compression, and thread navigation are more visible and reliable.

* The **chain strip** shows a live running indicator, and a **follow-the-handoff toast** appears when work moves to a child thread.
* Handoff toasts stay visible until acted on and dismiss on click or navigation.
* Handoff completion notifications no longer fire prematurely for blueprint-chain children or nudge notify-mode children to chain after storing outputs.
* Completion notify resolves by child thread ID when the handoff ID property is clobbered.
* **Background summary cache warming** pre-compresses thread summaries during idle time so long threads open faster.
* Compression history shows **plain-language summary-warming rows** so users understand what was pre-computed.
* The **new-chat control** stays available when threads are grouped by user.
* The chat **token-usage summary** adds a Total tokens line and reconciles with the pricing breakdown; cached tokens are no longer double-counted in the cost panel.

#### Agent Tools and Connections

Agents gain broader data access, safer multi-tenant isolation, and more capable file and Git workflows.

* **execute\_python\_code** scripts can write files into the connected Git repository.
* **connection\_api\_action** can reference on-disk files, and the file tool uses **1-based line numbers** for clearer reads.
* Large truncated API reads recover via an on-disk file instead of a fragile base64 decode path.
* **max\_rows\_override** expands the LLM-visible query preview beyond the default 20-row cap (up to 500 rows).
* A generalized **SQL validator** works across dialects, replacing the Databricks-only alias.
* The **wait** tool is available in the always-on context tool group so every agent can pause when needed.
* **find\_past\_queries** no longer fires on non-SQL artifact requests.
* Agents can **copy and move Databricks workspace notebooks or files** across connections without manual downloads.
* **git\_action** push and pull no longer fail with "no upstream branch" on newly created branches.
* Concurrent Snowflake agents can no longer query another agent's database or schema.
* Agents can choose **public or internal Jira Service Management comments** without changing existing behavior.

#### Missions and Dashboard

Mission workflows and the dashboard UI are more stable and easier to navigate.

* The mission overview no longer crashes with an infinite render loop (black screen).
* Mission overview dividers support hover and corner resize; re-clicking a sidebar section returns to that section's root.
* Returning to a background browser tab **reconnects WebSockets** and rechecks server health.
* Large **document index** listings are paginated so agents and the UI can reach every file.
* External-access approval no longer shifts or clips the Genesis workspace layout.

#### Slack

* Switching the LLM provider no longer kills the shared Slack worker that blocks all Slack sends.

#### Scheduling

* Scheduled jobs support a **relative one-shot trigger** (`run_in_seconds` / `run_in_minutes`) for near-term automation without crafting absolute timestamps.

#### Security

* Container images include dependency updates addressing known vulnerabilities in bundled components.

### Deployment Artifacts

Use these exact references when deploying this release:

* **Genesis release:** `v1.19.84` (promoted from `v1.19.84-rc.11`)
* **Docker Hub image:** `genesiscomputingai/genesis:v1.19.84`
* **Docker Hub digest:** `genesiscomputingai/genesis@sha256:e4fefb0cf7e5617aa670be31af49000a659c3108aa3133c825530d6d794d2d96`
* **Helm chart:** `oci://registry-1.docker.io/genesiscomputingai/genesis`
* **Helm chart version:** `0.3.63` (`appVersion: v1.19.84`)

### Upgrade Notes

* **Launchpad onboarding:** Sign in as a new user and confirm the first-login tour and setup checklist appear. Change your default landing page in profile settings and confirm the next login opens the chosen page.
* **Estate measurement:** From chat, measure a database estate, freeze it, and compare two frozen estates. Confirm timestamp, decimal, and boolean columns appear in results. Open the estate dashboard and verify characterization and comparison views load.
* **Migration validation:** Run a transition contract through the in-app approval UI and confirm reviewers can sign off. Test a schema-prefix migration and verify the object count in the verdict matches expectations.
* **AI Providers:** Confirm OpenAI chat and structured-output calls succeed through the LiteLLM engine. Set and clear the OpenAI base URL and verify it persists across re-activation. Trigger a rate-limited blueprint and confirm it stops promptly.
* **Demos:** Open the presenter panel, reset a demo scenario, and confirm a fresh state. Run two concurrent Sales Engineer sessions and verify they do not interfere.
* **Chat and handoffs:** Start a blueprint chain handoff and confirm the chain strip and follow-the-handoff toast appear. Open a long thread and check compression history for summary-warming rows.
* **Agent tools:** Run a Python script that writes to the Git repo and confirm the file appears. Read a large query result with max\_rows\_override and confirm more than 20 rows return. Paginate through a large document index listing.
* **Validate after upgrade:** Send a test chat message, run a short estate measurement, and confirm AI provider status on the providers overview page.

***

**— The Genesis Team**