[
  {
    "id": "meltano-docs-1",
    "tier": "claimed-docs",
    "url": "https://docs.meltano.com/getting-started/installation",
    "excerpt": "Meltano is pip-installable and comes in a prepackaged docker container, you can have your first ELT pipeline running within minutes.",
    "fetchedAt": "2026-09-08T20:32:36.195Z"
  },
  {
    "id": "meltano-docs-2",
    "tier": "claimed-docs",
    "url": "https://docs.meltano.com/getting-started/part1",
    "excerpt": "Initialize a new project in a directory of your choosing using meltano init",
    "fetchedAt": "2026-09-08T20:32:36.195Z"
  },
  {
    "id": "meltano-docs-3",
    "tier": "claimed-docs",
    "url": "https://docs.meltano.com/getting-started/part1",
    "excerpt": "Add the GitHub extractor ... meltano add tap-github",
    "fetchedAt": "2026-09-08T20:32:36.195Z"
  },
  {
    "id": "meltano-docs-4",
    "tier": "claimed-docs",
    "url": "https://docs.meltano.com",
    "excerpt": "Build your own Meltano connector to move data from any source to any destination.",
    "fetchedAt": "2026-09-08T20:32:36.195Z"
  },
  {
    "id": "meltano-docs-5",
    "tier": "claimed-docs",
    "url": "https://docs.meltano.com",
    "excerpt": "Access to 600+ built-in connectors",
    "fetchedAt": "2026-09-08T20:32:36.195Z"
  },
  {
    "id": "meltano-docs-6",
    "tier": "claimed-docs",
    "url": "https://docs.meltano.com/guide/transformation",
    "excerpt": "Transformations in Meltano are implemented using dbt.",
    "fetchedAt": "2026-09-08T20:32:36.195Z"
  },
  {
    "id": "meltano-docs-7",
    "tier": "claimed-docs",
    "url": "https://docs.meltano.com/guide/orchestration",
    "excerpt": "Meltano supports scheduled pipelines that can be orchestrated using Apache Airflow.",
    "fetchedAt": "2026-09-08T20:32:36.195Z"
  },
  {
    "id": "meltano-docs-8",
    "tier": "claimed-docs",
    "url": "https://docs.meltano.com/guide/containerization",
    "excerpt": "you can easily add the appropriate Dockerfile and .dockerignore files to your project by adding the docker file bundle",
    "fetchedAt": "2026-09-08T20:32:36.195Z"
  },
  {
    "id": "meltano-docs-9",
    "tier": "claimed-docs",
    "url": "https://docs.meltano.com/guide/integration",
    "excerpt": "its configuration can be tested using meltano config test <plugin>",
    "fetchedAt": "2026-09-08T20:32:36.195Z"
  },
  {
    "id": "meltano-docs-10",
    "tier": "claimed-docs",
    "url": "https://docs.meltano.com/guide/integration",
    "excerpt": "Meltano can handle catalog generation for you, by letting you describe your desired modifications using stream selection",
    "fetchedAt": "2026-09-08T20:32:36.195Z"
  },
  {
    "id": "meltano-docs-11",
    "tier": "claimed-docs",
    "url": "https://docs.meltano.com/guide/transformation",
    "excerpt": "If you already have an existing dbt project that you'd like to migrate to Meltano, check out the existing dbt project guide",
    "fetchedAt": "2026-09-08T20:32:36.195Z"
  },
  {
    "id": "meltano-docs-12",
    "tier": "claimed-docs",
    "url": "https://meltano.com/pricing",
    "excerpt": "If you're on Fivetran, use our savings estimator tool to see how much you can save with Meltano!",
    "fetchedAt": "2026-09-08T20:32:36.195Z"
  },
  {
    "id": "meltano-docs-13",
    "tier": "claimed-docs",
    "url": "https://docs.meltano.com",
    "excerpt": "Built-in pipeline monitoring and alerts",
    "fetchedAt": "2026-09-08T20:32:36.195Z"
  },
  {
    "id": "meltano-docs-14",
    "tier": "claimed-docs",
    "url": "https://meltano.com/pricing",
    "excerpt": "Reverse ETL included",
    "fetchedAt": "2026-09-08T20:32:36.195Z"
  },
  {
    "id": "meltano-docs-15",
    "tier": "claimed-docs",
    "url": "https://docs.meltano.com/getting-started/part1",
    "excerpt": "Initialize a new project in a directory of your choosing using `meltano init`",
    "fetchedAt": "2026-09-08T20:35:16.417Z"
  },
  {
    "id": "meltano-docs-16",
    "tier": "claimed-docs",
    "url": "https://docs.meltano.com/getting-started/part1",
    "excerpt": "An extractor is responsible for pulling data out of any data source.",
    "fetchedAt": "2026-09-08T20:35:16.417Z"
  },
  {
    "id": "meltano-docs-17",
    "tier": "claimed-docs",
    "url": "https://docs.meltano.com/concepts/plugins",
    "excerpt": "your project and pipelines are composed of plugins of different types, most notably extractors, loaders, utilities",
    "fetchedAt": "2026-09-08T20:35:16.417Z"
  },
  {
    "id": "meltano-docs-18",
    "tier": "claimed-docs",
    "url": "https://docs.meltano.com/concepts/project",
    "excerpt": "you can treat it like any other software development project and benefit from DataOps best practices such as version control, code review, and continuous integration and deployment (CI/CD)",
    "fetchedAt": "2026-09-08T20:35:16.417Z"
  },
  {
    "id": "meltano-docs-19",
    "tier": "claimed-docs",
    "url": "https://docs.meltano.com/guide/integration",
    "excerpt": "makes it easy to select which streams and properties to extract",
    "fetchedAt": "2026-09-08T20:35:16.417Z"
  },
  {
    "id": "meltano-docs-20",
    "tier": "claimed-docs",
    "url": "https://docs.meltano.com/guide/integration",
    "excerpt": "keeps track of the incremental replication state, so that subsequent pipeline runs with the same state ID will always pick up right where the previous run left off",
    "fetchedAt": "2026-09-08T20:35:16.417Z"
  },
  {
    "id": "meltano-docs-21",
    "tier": "claimed-docs",
    "url": "https://docs.meltano.com",
    "excerpt": "You host and manage everything on your own servers",
    "fetchedAt": "2026-09-08T20:35:16.417Z"
  },
  {
    "id": "meltano-docs-22",
    "tier": "claimed-docs",
    "url": "https://docs.meltano.com",
    "excerpt": "Meltano hosts, scales, and maintains everything for you",
    "fetchedAt": "2026-09-08T20:35:16.417Z"
  },
  {
    "id": "meltano-docs-23",
    "tier": "claimed-docs",
    "url": "https://meltano.com/pricing",
    "excerpt": "Your data bill shouldn't keep growing.  \nPay for compute. Not rows.",
    "fetchedAt": "2026-09-08T20:35:16.417Z"
  },
  {
    "id": "meltano-docs-24",
    "tier": "claimed-docs",
    "url": "https://docs.meltano.com/reference/command-line-interface",
    "excerpt": "`meltano add` lets you add or update [plugins](/concepts/plugins#project-plugins) in your Meltano project. The command is idempotent",
    "fetchedAt": "2026-09-08T20:35:16.417Z"
  },
  {
    "id": "meltano-docs-25",
    "tier": "claimed-docs",
    "url": "https://meltano.com",
    "excerpt": "Run all pipelines in one place, across databases, files, SaaS tools, internal systems, and workflows like dbt.",
    "fetchedAt": "2026-09-08T20:35:16.417Z"
  },
  {
    "id": "meltano-docs-26",
    "tier": "claimed-docs",
    "url": "https://meltano.com",
    "excerpt": "Build, adjust, and debug connectors directly. You are not blocked by ticket queues",
    "fetchedAt": "2026-09-08T20:35:16.417Z"
  },
  {
    "id": "meltano-comm-1",
    "tier": "community",
    "url": "https://hn.algolia.com/api/v1/items/26284253",
    "excerpt": "Meltano and Pipelinewise are open source projects... you can just start playing with it and change the code, but there's no support to pay for.",
    "fetchedAt": "2026-09-08T20:36:56.419Z"
  },
  {
    "id": "meltano-comm-2",
    "tier": "community",
    "url": "https://hn.algolia.com/api/v1/items/26284253",
    "excerpt": "The GitLab Data Team is running Meltano in production. We're currently extracting Zoom data with it and have plans for several more extractors (Slack, GMail, PTO by Roots, EdCast, and a few more).",
    "fetchedAt": "2026-09-08T20:36:56.419Z"
  },
  {
    "id": "meltano-comm-3",
    "tier": "community",
    "url": "https://hn.algolia.com/api/v1/items/26284253",
    "excerpt": "before I try yet another ETL tool... I guess then it doesn't offer anything extra for us as we have already the ETL Platform self made and we add the process with just an extra file.",
    "fetchedAt": "2026-09-08T20:36:56.419Z"
  },
  {
    "id": "meltano-comm-4",
    "tier": "community",
    "url": "https://hn.algolia.com/api/v1/items/26284253",
    "excerpt": "read through the homepage and not sure what value add this has over airflow? i must be completely misinterpreting the software.",
    "fetchedAt": "2026-09-08T20:36:56.419Z"
  },
  {
    "id": "meltano-comm-5",
    "tier": "community",
    "url": "https://hn.algolia.com/api/v1/items/27690763",
    "excerpt": "That doesn't tell me what Meltano is... I hadn't seen the term DataOps before, despite working in this area... what you've got right now could definitely do with some improvement.",
    "fetchedAt": "2026-09-08T20:36:56.419Z"
  },
  {
    "id": "meltano-comm-6",
    "tier": "community",
    "url": "https://hn.algolia.com/api/v1/items/27690763",
    "excerpt": "I was also confused as to what Meltano actually is or does... It must have taken me several minutes of roaming around the website and docs before I finally figured it out though!",
    "fetchedAt": "2026-09-08T20:36:56.419Z"
  },
  {
    "id": "meltano-comm-7",
    "tier": "community",
    "url": "https://hn.algolia.com/api/v1/items/36151234",
    "excerpt": "I love Singer, and Meltano is the best way to run Singer! The community has been great.",
    "fetchedAt": "2026-09-08T20:36:56.419Z"
  },
  {
    "id": "meltano-comm-8",
    "tier": "community",
    "url": "https://hn.algolia.com/api/v1/items/36151234",
    "excerpt": "When I had to develop a custom tap for a client, the support I received from the team, the SDK and the general experience was absolutely top class. Love the new site too!",
    "fetchedAt": "2026-09-08T20:36:56.419Z"
  },
  {
    "id": "meltano-probe-1",
    "tier": "probe",
    "url": "https://docs.meltano.com/llms.txt",
    "excerpt": "PROBE llms.txt: HTTP 404 at https://docs.meltano.com/llms.txt",
    "fetchedAt": "2026-09-08T20:37:07.724Z"
  },
  {
    "id": "meltano-probe-2",
    "tier": "probe",
    "url": "https://docs.meltano.com/openapi.json",
    "excerpt": "PROBE openapi: all candidate paths 404 (https://docs.meltano.com/openapi.json, https://docs.meltano.com/swagger.json, https://docs.meltano.com/api/openapi.json, https://docs.meltano.com/.well-known/openapi.json)",
    "fetchedAt": "2026-09-08T20:37:07.724Z"
  },
  {
    "id": "meltano-probe-3",
    "tier": "probe",
    "url": "https://docs.meltano.com/reference/command-line-interface",
    "excerpt": "official CLI documented at https://docs.meltano.com/reference/command-line-interface",
    "fetchedAt": "2026-09-08T20:37:07.724Z"
  },
  {
    "id": "meltano-probe-rt-1",
    "tier": "probe",
    "url": "https://docs.meltano.com/getting-started/installation",
    "excerpt": "PROBE runtime (recorded 2026-09-08): `uvx meltano init pa-probe` ran keylessly in a throwaway fixture and laid out a complete ELT project \u2014 extract/load/transform/orchestrate/analyze directories, meltano.yml, and dev/staging/prod environments initialized. The CLI itself printed 'meltano, version 4.2.2'. Self-cleaned.",
    "fetchedAt": "2026-09-08T20:42:54.000Z"
  },
  {
    "id": "meltano-probe-rt-2",
    "tier": "probe",
    "url": "https://hub.meltano.com",
    "excerpt": "PROBE runtime (recorded 2026-09-08): MeltanoHub's plugin registry API answered keylessly \u2014 GET hub.meltano.com/meltano/api/v1/plugins/extractors/index returned the machine-readable index of Singer taps with default variants and per-variant refs (e.g. tap-sproutsocial, tap-adwords), the catalog surface an agent can query directly.",
    "fetchedAt": "2026-09-08T20:42:54.000Z"
  }
]