> ## Documentation Index
> Fetch the complete documentation index at: https://docs.formal.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# Data Discovery

> Release notes for Formal Data Discovery

<Update label="June 5, 2026" tags={["Improvements"]}>
  ## 0.9.0

  ### Changed

  * Treat default column label classifications as custom user-owned labels so they can be edited or deleted
</Update>

<Update label="May 4, 2026" tags={["New Features"]}>
  ## 0.8.1

  ### New

  * Add support for using AWS Bedrock for column classification
</Update>

<Update label="April 17, 2026" tags={["Bug Fixes"]}>
  ## 0.7.4

  ### Fixed

  * Fix handling of unset resource TLS configurations
</Update>

<Update label="January 14, 2026" tags={["New Features"]}>
  ## 0.7.3

  ### New

  * Add support for using the AI satellite for column classification

  ### Changed

  * Remove support for using the legacy data classifier satellite for column classification
</Update>

<Update label="October 17, 2025" tags={["New Features","Improvements"]}>
  ## 0.6.5

  ### New

  * Add Snowflake key‑pair auth with auto‑detect, TLS options, and PrivateLink OCSP control
</Update>

<Update label="July 24, 2025" tags={["New Features","Bug Fixes"]}>
  ## 0.6.4

  ### Fixed

  * Fix TLS initialization for Postgres to prevent connection failures
  * Fix certificate trust for Postgres and Redshift to accept PEM contents, avoiding path errors
</Update>

<Update label="March 6, 2025" tags={["Improvements"]}>
  ## 0.5.1

  ### Changed

  * Improve Snowflake PrivateLink connection speed and reliability, reducing scan timeouts
</Update>

<Update label="August 1, 2025" tags={["Bug Fixes"]}>
  ## 0.4.1

  ### Fixed

  * Fix secure connection setup for Postgres to prevent failures and improve reliability
</Update>

<Update label="June 13, 2025" tags={["New Features","Bug Fixes","Improvements"]}>
  ## 0.4.0

  ### New

  * Add per-resource TLS settings across supported connectors, simplifying secure setup

  ### Changed

  * Improve Snowflake PrivateLink connections by skipping revocation checks, reducing timeouts
  * Improve satellite job orchestration for more reliable scans and labeling

  ### Fixed

  * Fix CA trust store handling for Postgres and Redshift, allowing inline PEM content
  * Fix Metabase connection when hostname includes a trailing slash
  * Fix missing PII classifications for views and prevent premature deletions during scans
</Update>

<Update label="February 12, 2025" tags={["Bug Fixes"]}>
  ## 0.3.5

  ### Fixed

  * Fix DSPM workflow failures with better timeouts, paged results, and non-blocking inventory updates
</Update>

<Update label="April 9, 2025" tags={["Bug Fixes","Improvements"]}>
  ## 0.2.0

  ### Changed

  * Improve DSPM workflow reliability and throughput, reducing timeouts and failed runs
  * Speed up Snowflake PrivateLink connections to reduce scan delays

  ### Fixed

  * Fix Metabase connections failing when hostname ends with a trailing slash
</Update>

<Update label="March 6, 2025" tags={["Bug Fixes","Improvements"]}>
  ## 0.1.6

  ### Changed

  * Speed up Snowflake PrivateLink connections, reducing timeouts and scan delays

  ### Fixed

  * Handle Metabase hostnames with trailing slash, preventing login failures
</Update>

<Update label="February 26, 2025" tags={["Bug Fixes","Improvements"]}>
  ## 0.1.5

  ### Fixed

  * Fix intermittent DSPM workflow failures, reducing timeouts and stalled runs

  ### Changed

  * Update token generation to a managed workflow, improving reliability and expiration handling
</Update>