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A data engineering team is in the process of replacing Fivetran as part of an infrastructure restructuring alongside moving off dbt Cloud.

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What happened

Post: "Migrating from dbt Cloud to Core"

Source

RedditOct 21, 2026By u/spectre-uk

r/dataengineering

Migrating from dbt Cloud to Core

upvotes
54
comments
28

Post

Have any of you done this on a mature project, and was it worth it? We originally picked dbt Cloud for our greenfield DWH project, attracted by the idea of not having to host the infrastructure and being able to focus on the data instead. With the initial high-growth phase nearing its end, I am now looking at optimising what has been built and could not make a good argument to carry on using Cloud. The repo and CI/CD pipelines are hosted externally. Studio is barely touched as most developers have now switched to VS Code and Claude does all the AI coding we need. Even the semantic layer is managed in an external tool that did not integrate very well with what dbt offers natively. This pretty much leaves job schedules and monitoring in the Cloud. This looks like terrible value for the money, even though we got a very good deal for the initial year (I imagine the renewal will hit us in the face). I wonder if anybody ended up in a situation like this? Give me some good reasons not to move to Core.

Extracted from these lines

  • [comment u/BaxTheDestroyer] We’re moving in this same direction and also replacing fivetran along the way.

reddit.com/r/dataengineering/comments/1xbiqop/migrating_from_dbt_clou...Read the full source

Comments on the post

5 of 28 comments
  • “Why don't you keep just 1 shared seat on dbt Cloud just for the scheduling and monitoring ?”

    u/SpookyScaryFrouze16 points · Oct 21, 2026View

  • “What semantic layers you all use these days ?”

    u/notmarc110 points · Oct 21, 2026View

  • “I’ve worked at a couple of places that used core only. It works fine. For CICD we used GitHub actions and container apps.”

    u/mr_electric_wizard6 points · Oct 22, 2026View

  • “When we were looking into cloud, dbt hit us with a crazy untenable quote from the start and were unwilling to negotiate so we went the direction of running core with Databricks. We use MWAA + Cosmos for orchestration and ECS to run dbt. It’s been a good experience and maintenance is very manageable. We also opted to go with a different semantic layer vendor, but I don’t work on that so can’t speak”

    u/IndoorCloud255 points · Oct 21, 2026View

  • “the big thing for my team has been using dbt Platform with dbt MCP for platform context / semantic layer and being able to easily ask questions about your data from a dev / business user standpoint.”

    u/muneriver3 points · Oct 21, 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/dataengineering
Stage
Switching
Event date
Oct 2026

The full record

From the Signal API record

Numbers

Mentions
2

Details

Timing
In progress
Category
General
Virality
High
Post kind
Text
Prominence
Aside
Company's role
Vendor

Topics and mentions

Topics

  • migration
  • data ingestion
  • etl

Flair

  • Discussion

Extraction

Sentiment
Negative
Detected
Oct 21, 2026
signal_type
reddit-company
signal_subtype
customerFeedback

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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/9634dac6-f1ba-54be-acb0-f8426a2e828d returns this record as JSON. POST /v1/companies/enrich returns every signal for fivetran.com.

{
  "signal_id": "9634dac6-f1ba-54be-acb0-f8426a2e828d",
  "signal_type": "reddit-company",
  "signal_subtype": "customerFeedback",
  "detected_at": "2026-10-21T09:43:24+00:00",
  "company": {
    "name": "Fivetran",
    "domain": "fivetran.com"
  },
  "data": {
    "nsfw": false,
    "stage": "switching",
    "awards": 0,
    "timing": "in_progress",
    "topics": [
      "migration",
      "data ingestion",
      "etl"
    ],
    "post_id": "1xbiqop",
    "summary": "A data engineering team is in the process of replacing Fivetran as part of an infrastructure restructuring alongside moving off dbt Cloud.",
    "category": "general",
    "comments": [
      {
        "url": "https://www.reddit.com/r/dataengineering/comments/1xbiqop/comment/phzvr1p/",
        "depth": 0,
        "score": 16,
        "author": "SpookyScaryFrouze",
        "excerpt": "Why don't you keep just 1 shared seat on dbt Cloud just for the scheduling and monitoring ?",
        "posted_at": "2026-10-21T09:49:38.000Z",
        "author_url": "https://www.reddit.com/user/SpookyScaryFrouze/"
      },
      {
        "url": "https://www.reddit.com/r/dataengineering/comments/1xbiqop/comment/pi04squ/",
        "depth": 0,
        "score": 10,
        "author": "notmarc1",
        "excerpt": "What semantic layers you all use these days ?",
        "posted_at": "2026-10-21T11:43:52.000Z",
        "author_url": "https://www.reddit.com/user/notmarc1/"
      },
      {
        "url": "https://www.reddit.com/r/dataengineering/comments/1xbiqop/comment/19rgkowluw0yt/",
        "depth": 0,
        "score": 6,
        "author": "mr_electric_wizard",
        "excerpt": "I’ve worked at a couple of places that used core only. It works fine. For CICD we used GitHub actions and container apps.",
        "posted_at": "2026-10-22T01:06:14.000Z",
        "author_url": "https://www.reddit.com/user/mr_electric_wizard/"
      },
      {
        "url": "https://www.reddit.com/r/dataengineering/comments/1xbiqop/comment/phzynse/",
        "depth": 0,
        "score": 5,
        "author": "IndoorCloud25",
        "excerpt": "When we were looking into cloud, dbt hit us with a crazy untenable quote from the start and were unwilling to negotiate so we went the direction of running core with Databricks. We use MWAA + Cosmos for orchestration and ECS to run dbt. It’s been a good experience and maintenance is very manageable. We also opted to go with a different semantic layer vendor, but I don’t work on that so can’t speak",
        "posted_at": "2026-10-21T10:30:08.000Z",
        "author_url": "https://www.reddit.com/user/IndoorCloud25/"
      },
      {
        "url": "https://www.reddit.com/r/dataengineering/comments/1xbiqop/comment/pi0i82i/",
        "depth": 0,
        "score": 3,
        "author": "muneriver",
        "excerpt": "the big thing for my team has been using dbt Platform with dbt MCP for platform context / semantic layer and being able to easily ask questions about your data from a dev / business user standpoint.",
        "posted_at": "2026-10-21T14:21:21.000Z",
        "author_url": "https://www.reddit.com/user/muneriver/"
      },
      {
        "url": "https://www.reddit.com/r/dataengineering/comments/1xbiqop/comment/19rgcso6s1n1e/",
        "depth": 0,
        "score": 1,
        "author": "randomName77777777",
        "excerpt": "We actually moved more than half our models to DBT core because of the overusage charges. Now we run most of the models in a databricks job. Databricks clones main every time so we continue using the same repo and just added a few exclude flags in DBT cloud.",
        "posted_at": "2026-10-21T22:09:13.000Z",
        "author_url": "https://www.reddit.com/user/randomName77777777/"
      },
      {
        "url": "https://www.reddit.com/r/dataengineering/comments/1xbiqop/comment/19rhhxv2tyajp/",
        "depth": 0,
        "score": 1,
        "author": "FuelSignificant1466",
        "excerpt": "like you said, this leaves your job schedules and monitoring in the Cloud. so there goes away your convenience of built in scheduling and monitoring. i just hope your saving is more than the cost of maintaining core",
        "posted_at": "2026-10-22T13:31:41.000Z",
        "author_url": "https://www.reddit.com/user/FuelSignificant1466/"
      },
      {
        "url": "https://www.reddit.com/r/dataengineering/comments/1xbiqop/comment/19rhxj6s7x882/",
        "depth": 0,
        "score": 1,
        "author": "dani_estuary",
        "excerpt": "now you need to do some extra works like managing alerts, jobs, etc. so you gotta make sure your savings outweigh the extra work of managing that infrastructure",
        "posted_at": "2026-10-22T19:21:16.000Z",
        "author_url": "https://www.reddit.com/user/dani_estuary/"
      }
    ],
    "evidence": [
      "[comment u/BaxTheDestroyer] We’re moving in this same direction and also replacing fivetran along the way."
    ],
    "virality": "high",
    "post_date": "2026-10-21T09:43:24.000Z",
    "post_kind": "text",
    "post_text": "Have any of you done this on a mature project, and was it worth it?\n\nWe originally picked dbt Cloud for our greenfield DWH project, attracted by the idea of not having to host the infrastructure and being able to focus on the data instead. With the initial high-growth phase nearing its end, I am now looking at optimising what has been built and could not make a good argument to carry on using Cloud.\n\nThe repo and CI/CD pipelines are hosted externally. Studio is barely touched as most developers have now switched to VS Code and Claude does all the AI coding we need. Even the semantic layer is managed in an external tool that did not integrate very well with what dbt offers natively.\n\nThis pretty much leaves job schedules and monitoring in the Cloud. This looks like terrible value for the money, even though we got a very good deal for the initial year (I imagine the renewal will hit us in the face).\n\nI wonder if anybody ended up in a situation like this? Give me some good reasons not to move to Core.",
    "sentiment": "negative",
    "subreddit": "dataengineering",
    "event_date": "2026-10",
    "post_flair": [
      "Discussion"
    ],
    "post_title": "Migrating from dbt Cloud to Core",
    "prominence": "aside",
    "source_url": "https://www.reddit.com/r/dataengineering/comments/1xbiqop/migrating_from_dbt_cloud_to_core/",
    "entity_role": "vendor",
    "post_author": "spectre-uk",
    "upvote_ratio": 0.9655172413793104,
    "mention_count": 2,
    "mention_surge": false,
    "subreddit_url": "https://www.reddit.com/r/dataengineering/",
    "total_upvotes": 54,
    "comments_total": 28,
    "total_comments": 28,
    "post_author_url": "https://www.reddit.com/user/spectre-uk/",
    "signal_category": "feedback",
    "comments_included": 14
  }
}

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