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In a discussion about a healthcare AI project, a commenter recommended specific security measures for Databricks, such as column tagging and pre-hooks, highlighting its use as a data backend for...

What happened

In a discussion about a healthcare AI project, a commenter recommended specific security measures for Databricks, such as column tagging and pre-hooks, highlighting its use as a data backend for AI applications handling sensitive data.

Source

Extracted from these lines

  • [comment u/Perfect_Tangelo] I would recommend adding tags on your Databricks columns to indicate okay/not okay to end up in inference and pre hooks to check against that list.

  • [comment u/Perfect_Tangelo] Also depends how your agent is authenticating to your Databricks. Multiple layers of defense.

reddit.com/r/healthIT/comments/1wvkdkc/claude_code_for_health_data_wo...Open the source

Comments on the post

3 of 7 comments
  • “That’s a whole lotta “depends on your org’s requirements”.”

    u/Saramela4 points · Oct 2, 2026View

  • “File write is late - it’s already in context by then - you need prehook”

    u/DifferenceTimely82921 points · Oct 2, 2026View

  • “I would recommend adding tags on your Databricks columns to indicate okay/not okay to end up in inference and pre hooks to check against that list. Also pre hook rules around query shape. Also depends how your agent is authenticating to your Databricks. Multiple layers of defense.”

    u/Perfect_Tangelo1 points · Oct 2, 2026View

Extracted by Autobound

From the Signal API record
Signal
Customer feedback

What this signalsUser posts often show product pain before it reaches reviews or churn.

Subreddit
r/healthIT

Companies

  • AnthropicAlso named

The full record

From the Signal API record

Numbers

Mentions
14

Details

Timing
Ongoing state
Category
Security
Link URL
github.com
Virality
Very low
Post kind
Link
Prominence
Aside
Company's role
Vendor

Topics and mentions

Topics

  • healthcare
  • security
  • data governance
  • integration
  • ai

Flair

  • Integrations

Extraction

Sentiment
Neutral
Detected
Oct 2, 2026
signal_type
reddit-company
signal_subtype
customerFeedback

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The API returns more than this page shows

This page shows a preview. The full reddit-company record in the Signal API and MCP can also have these 8 fields. Some fields are empty for some signals.

Company

  • linkedin_urlValue in the API
  • industriesValue in the API
  • employee_count_lowValue in the API
  • employee_count_highValue in the API
  • revenueValue in the API
  • descriptionValue in the API

Signal

  • signal_nameValue in the API
  • associationValue in the API
Show the full JSONThe record on this page and the API request

GET /v1/signals/584eb6c1-3e71-543e-a333-a3c4611a3441 returns this record as JSON. POST /v1/companies/enrich returns every signal for databricks.com.

{
  "signal_id": "584eb6c1-3e71-543e-a333-a3c4611a3441",
  "signal_type": "reddit-company",
  "signal_subtype": "customerFeedback",
  "detected_at": "2026-10-02T04:18:25+00:00",
  "company": {
    "name": "Databricks",
    "domain": "databricks.com"
  },
  "data": {
    "nsfw": false,
    "stage": "none",
    "awards": 0,
    "timing": "ongoing_state",
    "topics": [
      "ai",
      "healthcare",
      "security",
      "data_governance",
      "integration"
    ],
    "post_id": "1wvkdkc",
    "summary": "In a discussion about a healthcare AI project, a commenter recommended specific security measures for Databricks, such as column tagging and pre-hooks, highlighting its use as a data backend for AI applications handling sensitive data.",
    "category": "security",
    "comments": [
      {
        "url": "https://www.reddit.com/r/healthIT/comments/1wvkdkc/comment/pdcrbib/",
        "depth": 0,
        "score": 4,
        "author": "Saramela",
        "excerpt": "That’s a whole lotta “depends on your org’s requirements”.",
        "posted_at": "2026-10-02T05:02:59.000Z",
        "author_url": "https://www.reddit.com/user/Saramela/"
      },
      {
        "url": "https://www.reddit.com/r/healthIT/comments/1wvkdkc/comment/pdegwo4/",
        "depth": 0,
        "score": 1,
        "author": "DifferenceTimely8292",
        "excerpt": "File write is late - it’s already in context by then - you need prehook",
        "posted_at": "2026-10-02T12:40:04.000Z",
        "author_url": "https://www.reddit.com/user/DifferenceTimely8292/"
      },
      {
        "url": "https://www.reddit.com/r/healthIT/comments/1wvkdkc/comment/pdgiyz5/",
        "depth": 0,
        "score": 1,
        "author": "Perfect_Tangelo",
        "excerpt": "I would recommend adding tags on your Databricks columns to indicate okay/not okay to end up in inference and pre hooks to check against that list. Also pre hook rules around query shape. Also depends how your agent is authenticating to your Databricks. Multiple layers of defense.",
        "posted_at": "2026-10-02T18:08:12.000Z",
        "author_url": "https://www.reddit.com/user/Perfect_Tangelo/"
      }
    ],
    "evidence": [
      "[comment u/Perfect_Tangelo] I would recommend adding tags on your Databricks columns to indicate okay/not okay to end up in inference and pre hooks to check against that list.",
      "[comment u/Perfect_Tangelo] Also depends how your agent is authenticating to your Databricks. Multiple layers of defense."
    ],
    "link_url": "https://github.com/PatelDataSeeker/Arbiter",
    "virality": "very_low",
    "post_date": "2026-10-02T04:18:25.000Z",
    "post_kind": "link",
    "sentiment": "neutral",
    "subreddit": "healthIT",
    "post_flair": [
      "Integrations"
    ],
    "post_title": "Claude Code for health data work: six roles, PHI hooks, approval gates, and RAG over my notes. Overbuilt?",
    "prominence": "aside",
    "source_url": "https://www.reddit.com/r/healthIT/comments/1wvkdkc/claude_code_for_health_data_work_six_roles_phi/",
    "entity_role": "vendor",
    "post_author": "Dipenptl",
    "upvote_ratio": 0.47619047619047616,
    "mention_count": 14,
    "mention_surge": true,
    "subreddit_url": "https://www.reddit.com/r/healthIT/",
    "total_upvotes": 0,
    "comments_total": 7,
    "total_comments": 7,
    "other_companies": [
      {
        "name": "Anthropic",
        "role": "partner",
        "domain": "anthropic.com"
      }
    ],
    "post_author_url": "https://www.reddit.com/user/Dipenptl/",
    "signal_category": "feedback",
    "comments_included": 3
  }
}

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