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    "url": "https://docs.snowflake.com/en/user-guide/data-engineering/dbt-projects-on-snowflake",
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    "fetchedAt": "2026-09-10T18:23:03.676Z"
  },
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    "id": "snowflake-docs-62",
    "tier": "claimed-docs",
    "url": "https://docs.snowflake.com/en/user-guide/ui-snowsight-activity",
    "excerpt": "Explore each step of an executed query in the query profile.",
    "fetchedAt": "2026-09-10T18:23:03.676Z"
  },
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    "id": "snowflake-docs-63",
    "tier": "claimed-docs",
    "url": "https://docs.snowflake.com/en/user-guide/access-history",
    "excerpt": "The records in these views facilitate regulatory compliance auditing and provide insights on popular and frequently accessed tables and columns",
    "fetchedAt": "2026-09-10T18:23:03.676Z"
  },
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    "id": "snowflake-docs-64",
    "tier": "claimed-docs",
    "url": "https://docs.snowflake.com/en/user-guide/resource-monitors",
    "excerpt": "You can also set up a resource monitor to suspend a standard virtual warehouse or disable an Adaptive Warehouse when it reaches a credit limit.",
    "fetchedAt": "2026-09-10T18:23:03.676Z"
  },
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    "id": "snowflake-docs-65",
    "tier": "claimed-docs",
    "url": "https://docs.snowflake.com/en/developer-guide/snowflake-rest-api/snowflake-rest-api",
    "excerpt": "Snowflake REST APIs for resource management provide a set of endpoints that lets users programmatically interact with and control various resources within the Snowflake Data Cloud.",
    "fetchedAt": "2026-09-10T18:23:03.676Z"
  },
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    "id": "snowflake-docs-66",
    "tier": "claimed-docs",
    "url": "https://docs.snowflake.com/en/developer-guide/sql-api/index",
    "excerpt": "The Snowflake SQL API is a REST API that you can use to access and update data in a Snowflake database.",
    "fetchedAt": "2026-09-10T18:23:03.676Z"
  },
  {
    "id": "snowflake-docs-67",
    "tier": "claimed-docs",
    "url": "https://docs.snowflake.com/en/user-guide/object-clone",
    "excerpt": "the clone inherits all granted privileges on the clones of all child objects contained in the source object",
    "fetchedAt": "2026-09-10T18:23:03.676Z"
  },
  {
    "id": "snowflake-docs-68",
    "tier": "claimed-docs",
    "url": "https://docs.snowflake.com/en/developer-guide/snowflake-cli/index",
    "excerpt": "developers can create, manage, update, and view apps running on Snowflake across workloads such as Streamlit in Snowflake",
    "fetchedAt": "2026-09-10T18:28:12.241Z"
  },
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    "id": "snowflake-docs-69",
    "tier": "claimed-docs",
    "url": "https://docs.snowflake.com/en/user-guide/ui-snowsight-activity",
    "excerpt": "Monitor individual or grouped queries that are executed by users in your account.",
    "fetchedAt": "2026-09-10T18:28:12.241Z"
  },
  {
    "id": "snowflake-docs-70",
    "tier": "claimed-docs",
    "url": "https://docs.snowflake.com/en/user-guide/access-history",
    "excerpt": "facilitate regulatory compliance auditing and provide insights on popular and frequently accessed tables and columns",
    "fetchedAt": "2026-09-10T18:28:12.241Z"
  },
  {
    "id": "snowflake-docs-71",
    "tier": "claimed-docs",
    "url": "https://docs.snowflake.com/en/user-guide/object-clone",
    "excerpt": "If the source object is a database or schema, the clone inherits all granted privileges on the clones of all child objects contained in the source object",
    "fetchedAt": "2026-09-10T18:28:12.241Z"
  },
  {
    "id": "snowflake-supp-openapi-specs",
    "tier": "claimed-docs",
    "url": "https://github.com/snowflakedb/snowflake-rest-api-specs",
    "excerpt": "Official snowflakedb/snowflake-rest-api-specs repo (specifications/ + collections/): \"These REST APIs are compliant with the OpenAPI specification. Snowflake REST APIs enable developers and partners to use the language of their choice to build integrations with Snowflake using the openAPI specifications\", with importable Postman collections.",
    "fetchedAt": "2026-09-10T18:30:34.000Z"
  },
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    "id": "snowflake-supp-behavior-changes",
    "tier": "claimed-docs",
    "url": "https://docs.snowflake.com/en/release-notes/behavior-changes",
    "excerpt": "Docs, \"Behavior change announcements\": \"To help you manage your operations and minimize disruption to your Snowflake service, we document behavior changes that may impact your usage\", organized into dated behavior change bundles plus \"Unbundled behavior changes\".",
    "fetchedAt": "2026-09-10T18:30:34.000Z"
  },
  {
    "id": "snowflake-docs-72",
    "tier": "claimed-docs",
    "url": "https://docs.snowflake.com/en/developer-guide/snowflake-rest-api/snowflake-rest-api",
    "excerpt": "Snowflake REST APIs enable developers and partners to use the language of their choice to build integrations with Snowflake using the openAPI specifications.",
    "fetchedAt": "2026-09-16T18:35:22.512Z"
  },
  {
    "id": "snowflake-docs-73",
    "tier": "claimed-docs",
    "url": "https://docs.snowflake.com/en/developer-guide/sql-api/index",
    "excerpt": "You can use this API to develop custom applications and integrations that: Perform queries, Manage your deployment (e.g. provision users and roles, create tables, etc.)",
    "fetchedAt": "2026-09-16T18:35:22.512Z"
  },
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    "id": "snowflake-docs-74",
    "tier": "claimed-docs",
    "url": "https://docs.snowflake.com/en/user-guide/snowflake-cortex/cortex-agents-mcp",
    "excerpt": "The Snowflake-managed MCP server lets AI agents securely retrieve data from Snowflake accounts without needing to",
    "fetchedAt": "2026-09-16T18:35:22.512Z"
  },
  {
    "id": "snowflake-docs-75",
    "tier": "claimed-docs",
    "url": "https://docs.snowflake.com/en/developer-guide/snowpark/llms.txt",
    "excerpt": "Snowpark API for Python, Java, and Scala — process data at scale inside Snowflake.",
    "fetchedAt": "2026-09-16T18:35:22.512Z"
  },
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    "id": "snowflake-docs-76",
    "tier": "claimed-docs",
    "url": "https://docs.snowflake.com/en/user-guide/data-load-snowpipe-intro",
    "excerpt": "Snowpipe enables loading data from files as soon as they're available in a stage. This means you can load data from files in micro-batches",
    "fetchedAt": "2026-09-16T18:35:22.512Z"
  },
  {
    "id": "snowflake-docs-77",
    "tier": "claimed-docs",
    "url": "https://docs.snowflake.com/en/developer-guide/streamlit/llms.txt",
    "excerpt": "Build and deploy interactive Streamlit apps directly inside Snowflake.",
    "fetchedAt": "2026-09-16T18:35:22.512Z"
  },
  {
    "id": "snowflake-docs-78",
    "tier": "claimed-docs",
    "url": "https://docs.snowflake.com/en/user-guide/access-history",
    "excerpt": "The user access history can be found by querying the ACCESS_HISTORY view in the ACCOUNT_USAGE and ORGANIZATION_USAGE schemas.",
    "fetchedAt": "2026-09-16T18:35:22.512Z"
  },
  {
    "id": "snowflake-docs-79",
    "tier": "claimed-docs",
    "url": "https://docs.snowflake.com/en/user-guide/views-semantic/overview",
    "excerpt": "You can store semantic business concepts directly in the database in a Semantic View, which is a schema-level object.",
    "fetchedAt": "2026-09-16T18:35:22.512Z"
  },
  {
    "id": "snowflake-docs-80",
    "tier": "claimed-docs",
    "url": "https://docs.snowflake.com/en/user-guide/snowflake-postgres/llms.txt",
    "excerpt": "Managed Postgres instances running directly inside Snowflake.",
    "fetchedAt": "2026-09-16T18:35:22.512Z"
  },
  {
    "id": "snowflake-comm-1",
    "tier": "community",
    "url": "https://hn.algolia.com/api/v1/items/25978000",
    "excerpt": "Since the beginning of my trial, I have used 9 credits and 40GB of storage... about $19.60 worth of resources. Snowflake costs could balloon pretty fast... I'd recommend setting up resource monitors, and only use XSMALL warehouses; credits consumed doubles each size up.",
    "fetchedAt": "2026-09-07T00:25:13.266Z"
  },
  {
    "id": "snowflake-comm-2",
    "tier": "community",
    "url": "https://hn.algolia.com/api/v1/items/25978000",
    "excerpt": "Snowflake doesn't have a generate_series function equivalent. The closest thing it has is a generator function which only accepts constants.",
    "fetchedAt": "2026-09-07T00:25:13.266Z"
  },
  {
    "id": "snowflake-comm-3",
    "tier": "community",
    "url": "https://hn.algolia.com/api/v1/items/25978000",
    "excerpt": "Snowflake's preview app called Snowsight provides a way to both query and visualize the data.",
    "fetchedAt": "2026-09-07T00:25:13.266Z"
  },
  {
    "id": "snowflake-comm-4",
    "tier": "community",
    "url": "https://hn.algolia.com/api/v1/items/25978000",
    "excerpt": "Regarding combining to a single file for loading: not necessary... Just make them JSON Lines. The COPY command will even skip files it has already loaded.",
    "fetchedAt": "2026-09-07T00:25:13.266Z"
  },
  {
    "id": "snowflake-comm-5",
    "tier": "community",
    "url": "https://hn.algolia.com/api/v1/items/17952205",
    "excerpt": "Vertica about 10x cheaper than Snowflake, per a Vertica-funded benchmark comparing Eon Mode to Snowflake.",
    "fetchedAt": "2026-09-07T00:25:13.266Z"
  },
  {
    "id": "snowflake-comm-6",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=32551212",
    "excerpt": "The monthly bill does make me wince, but Snowflake includes all server and compute costs, no installation or upgrades... It's genuine SaaS, very simple to manage and optimise so less DBA or DevOps manpower needed. Expensive, but lower TCO than alternatives I suspect.",
    "fetchedAt": "2026-09-07T00:25:13.266Z"
  },
  {
    "id": "snowflake-comm-7",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=32551212",
    "excerpt": "The problem with Snowflake is particularly worse due to its lack of query level attribution of costs and no in-built features for monitoring or recommendations on improvements.",
    "fetchedAt": "2026-09-07T00:25:13.266Z"
  },
  {
    "id": "snowflake-comm-8",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=32551212",
    "excerpt": "You would think they would be saving (and charging the customer!) a bundle not enforcing constraints on their tables... to the customer it's simply unforgivable to have cosmetic constraints on a database.",
    "fetchedAt": "2026-09-07T00:25:13.266Z"
  },
  {
    "id": "snowflake-comm-9",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=32551212",
    "excerpt": "The issue with dbt models in Snowflake is that if you perform a full-refresh and don't sort it, you ruin any natural clustering from an incremental model. Auto-clustering gets too expensive at scale and Snowflake doesn't give much guidance on alternatives.",
    "fetchedAt": "2026-09-07T00:25:13.266Z"
  },
  {
    "id": "snowflake-comm-10",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=32551212",
    "excerpt": "Snowflake has continuously improved performance resulting in reduced credit consumption... The CFO forecasted a $97 million shortfall guiding for 2022 revenue resulting from product improvements; stock dropped immediately after.",
    "fetchedAt": "2026-09-07T00:25:13.266Z"
  },
  {
    "id": "snowflake-comm-11",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=32551212",
    "excerpt": "I predict we'll see more people choosing Clickhouse over Snowflake in the next 5 years... and give people a better escape hatch if they want to self-host their data stack.",
    "fetchedAt": "2026-09-07T00:25:13.266Z"
  },
  {
    "id": "snowflake-comm-12",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=32551212",
    "excerpt": "[Disclaimer: former Snowflake employee] Snowflake is not expensive because of perverse incentives... It is expensive because it is a highly differentiated and very sticky product.",
    "fetchedAt": "2026-09-07T00:25:13.266Z"
  },
  {
    "id": "snowflake-comm-13",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=32551212",
    "excerpt": "I have no Snowflake experience, but some limited BigQuery experience. And it's very easy for a small company to get to $100k/year bills without massive data.",
    "fetchedAt": "2026-09-07T00:25:13.266Z"
  },
  {
    "id": "snowflake-probe-1",
    "tier": "probe",
    "url": "https://docs.snowflake.com/llms.txt",
    "excerpt": "PROBE llms.txt: HTTP 200 at https://docs.snowflake.com/llms.txt # Snowflake Documentation\n\n> Snowflake is a cloud data platform providing data warehousing,\n> data lakes, data sharing,",
    "fetchedAt": "2026-09-16T18:35:25.748Z"
  },
  {
    "id": "snowflake-probe-2",
    "tier": "probe",
    "url": "https://docs.snowflake.com/openapi.json",
    "excerpt": "PROBE openapi: all candidate paths 404 (https://docs.snowflake.com/openapi.json, https://docs.snowflake.com/swagger.json, https://docs.snowflake.com/api/openapi.json, https://docs.snowflake.com/.well-known/openapi.json)",
    "fetchedAt": "2026-09-16T18:35:25.748Z"
  },
  {
    "id": "snowflake-probe-3",
    "tier": "probe",
    "url": "https://docs.snowflake.com/en/user-guide/snowflake-cortex/cortex-agents-mcp",
    "excerpt": "official MCP server documented at https://docs.snowflake.com/en/user-guide/snowflake-cortex/cortex-agents-mcp",
    "fetchedAt": "2026-09-16T18:35:25.748Z"
  },
  {
    "id": "snowflake-probe-4",
    "tier": "probe",
    "url": "https://docs.snowflake.com/en/developer-guide/snowflake-cli/index",
    "excerpt": "official CLI documented at https://docs.snowflake.com/en/developer-guide/snowflake-cli/index",
    "fetchedAt": "2026-09-16T18:35:25.748Z"
  }
]