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Stitch

ANALYTICS
Velocity5.0

Cloud ETL service for replicating data from SaaS sources into a data warehouse

www.stitchdata.com ↗

Stitch is running a fleet-wide Python 3.12 migration across its connector estate.

data-pipelinesetlconnectorsruntime-migrationintegration-maintenance
◆Current state
Stitch's changelog is a per-connector maintenance log, and August is dominated by one coordinated effort: moving integrations to Python 3.12, visible across Amplitude, Salesforce Marketing Cloud, SaaSOptics, AppsFlyer, Pipedrive and Google Analytics 360 inside a single week. Around it sit library bumps, metadata corrections, and a handful of genuine reliability fixes concentrated in Shopify (v3) and LinkedIn Ads (v2). The one connector to gain real capability is Workday RaaS, which picked up OAuth 2.0 and incremental sync on August 14.
◆Where it's heading
This is an estate being maintained rather than a product being developed. The work divides into three streams: a runtime migration moving connectors off older Python, correctness fixes where a source API changed shape, such as Shopify metafields serialized to JSON strings and LinkedIn Ads discovery returning 404s on inaccessible accounts, and incremental hardening like token refresh on 401 during Shopify bulk polling. Nothing in this window changes what Stitch is or how it is used. The value being defended is that a long tail of connectors keeps working.
◆Prediction
Expect the Python 3.12 sweep to continue through the remaining connectors, and further Shopify (v3) work, since two of its three entries this month address failures in bulk operation handling. Whether Workday's OAuth and incremental sync becomes a template for other v1 connectors is not yet visible in the feed.

◆Recent moves

  1. 14d ago

    Zendesk Support (v2): Bump aiohttp from 3.14.1 to 3.14.3

    An aiohttp patch bump inside the Zendesk Support connector. Dependency hygiene of the kind that fills most of this changelog.

    View source ↗
  2. 19d ago

    Snapchat Ads (v1): Update metadata for child parent relationship

    Metadata corrected to describe the child-parent relationship between Snapchat Ads streams. A schema descriptor change with no effect on what data lands.

    View source ↗
  3. 19d ago

    Workday (v1): Implement OAuth 2.0 and incremental sync

    Workday RaaS gains OAuth 2.0 authentication and incremental sync, making it the only connector this month to acquire real capability rather than maintenance. Incremental sync changes the economics of the pipeline outright, replacing full extracts with change-only pulls.

    View source ↗
  4. 20d ago

    Amplitude (v1): Upgrade python version to 3.12

    The Amplitude connector moves to Python 3.12, one of six connectors making the same jump inside a week. Runtime migration rather than connector work.

    View source ↗
  5. 21d ago

    Salesforce Marketing Cloud (v1): Upgrade python version

    Salesforce Marketing Cloud joins the Python upgrade sweep. The entry names no target version, but it lands in the same week as the explicit 3.12 moves elsewhere.

    View source ↗
  6. 22d ago

    Lever (v1): Update libraries and metadata

    A library and metadata refresh on the Lever connector with no described behavior change. Routine upkeep on a lower-traffic integration.

    View source ↗