# Release Notes — 2.58

Covers the **2.58** release series. Most recent patch: **2.58.5**.

Unless a subsection notes otherwise, changes apply to both Monad SaaS and self-hosted.

## New features & improvements

**SaaS & self-hosted**

- **Configurable SSO session timeout** — set how long an SSO session stays valid on a connection, so you can tighten or relax re-authentication to match your security posture.
  - *Access:* opt-in — set the timeout on an SSO connection's configuration.
- **Organization-scoped GitHub Actions webhook input** — scope the GitHub Actions webhook input at the organization level so a single input covers every repository in a GitHub org, instead of wiring one per repo.
  - *Access:* opt-in — select **organization** scope when configuring the GitHub Actions webhook input.
- **~30 input connectors are now Generally Available** — a large batch of input connectors graduated from Beta to GA, so they're production-ready with the beta tag removed.
- **OpenTelemetry (OTEL) output is now Generally Available** — the OTEL output graduated from Beta.
- **Connect multiple incoming edges to a node** — a pipeline node can now accept multiple incoming edges, for more flexible pipeline topologies.
- **Zoom meeting logs — timestamp parsing** — the automatic time parser now recognizes the Zoom meeting logs timestamp format, so Zoom meeting activity ingests with correct event times.
- **Azure Event Hub — record location** — tell the Azure Event Hub input where the record sits inside the event payload, so it maps correctly into your pipeline.
  - *Access:* opt-in — set the record-location field when configuring the Azure Event Hub input.

**Self-hosted / dedicated (Azure) only**

- **AWS access from Azure-hosted deployments without static keys** — a Monad deployment running on Azure (AKS) can assume your AWS IAM roles using short-lived OIDC web-identity tokens, removing the need for long-lived AWS access keys on AWS inputs and outputs. [Docs →](https://app.monad.com/docs/inputs/aws/index)
  - *Access:* opt-in — create an OIDC identity provider plus web-identity/target roles in your AWS account (see docs); Monad supplies your cluster's issuer URL, subject, audience and Org ID.

**Self-hosted only**

- **Sign in with SSO from the local login page** — on-prem deployments using local (username/password) auth can now hand off to your configured SSO provider straight from the login screen.
  - *Availability:* self-hosted deployments with local (username/password) auth and SSO configured.
  - *How:* on the login page, choose **Sign in with SSO** and enter your work email.

## New connectors

- **Snowflake — Authentication Logs (input)** — collect Snowflake authentication events (login attempts, MFA usage, failed logins) so you can monitor sign-in activity through your Monad pipelines. [Docs →](https://app.monad.com/docs/inputs/snowflake/snowflake-authentication-logs)
- **Confluent Cloud — Audit Logs (input)** — ingest Confluent Cloud audit events (authentication, authorization, and management activity) directly from the `confluent-audit-log-events` topic. [Docs →](https://app.monad.com/docs/inputs/confluent/confluent-audit-logs)
- **MuleSoft Anypoint Platform — Audit Logs (input)** — bring MuleSoft Anypoint Platform audit events into Monad pipelines to track administrative and access activity. [Docs →](https://app.monad.com/docs/inputs/mulesoft/mulesoft-audit-logs)
- **Hydrolix (output)** — send pipeline data to Hydrolix for cost-efficient, high-volume log storage and query. [Docs →](https://app.monad.com/docs/outputs/hydrolix)
- **Experian — Audit Logs (input)** `Beta` — ingest Experian audit-log events into Monad. [Docs →](https://app.monad.com/docs/inputs/experian/experian-audit-logs)
- **AlienVault OTX — Indicators (input)** `Beta` — pull threat-intel indicators (IP / domain / latest) from AlienVault OTX for enrichment and detection. [Docs →](https://app.monad.com/docs/inputs/alienvault-otx/alienvault-otx-indicators)
- **NetSuite — SuiteBilling Audit Logs (input)** `Beta` — ingest NetSuite SuiteBilling audit events to track billing-system administrative activity. [Docs →](https://app.monad.com/docs/inputs/netsuite/netsuite-suitebilling-audit-logs)
- **Plaid — Webhooks (input)** `Beta` — receive Plaid webhook events into your pipelines. [Docs →](https://app.monad.com/docs/inputs/plaid/plaid-webhooks)
- **MLflow — Experiments (input)** — ingest MLflow experiment records so model-training activity flows through your pipelines. [Docs →](https://app.monad.com/docs/inputs/mlflow/mlflow-experiments)
- **MLflow — GenAI Traces (input)** — ingest MLflow GenAI trace records for visibility into model interactions. [Docs →](https://app.monad.com/docs/inputs/mlflow/mlflow-genai-traces)
- **Apple Business — Audit Events (input)** `Beta` — ingest Apple Business Manager audit events. [Docs →](https://app.monad.com/docs/inputs/apple-business/apple-business-audit-events)

## Fixes

- **Node details no longer cut off in the pipeline view** — the node-detail panel now renders fully.
- **Alert rules no longer fire for deleted pipelines** — deleting a pipeline now detaches it from any alert rule scoped to it, so those rules stop evaluating against a resource that no longer exists.
- **S3 input compression and error reporting** — S3-based inputs detect gzip automatically from the content itself, and JSONL parse errors are clearer and actionable.
- **Return to your destination after login** — following a link into the app while signed out now returns you to the page you originally requested, instead of a generic landing page.
- **Transform key paths accept dashes and dots** — key/path premade transforms no longer reject key names containing `-` or `.`.

## Breaking changes

None.

## Need help?

See the [Monad docs](https://app.monad.com/docs) for setup guides and reference, or reach out to Monad Customer Support at [support@monad.com](mailto:support@monad.com) or via your dedicated Slack customer channel.

:::note
Self-hosted deployments upgrade to a `2.58.x` release with
`helm upgrade`. Review the **Breaking changes** section above before upgrading;
when it says "None," the upgrade is drop-in.
:::