ReadMeFeed / Community knowledge

#pipeline-automation

Real questions. Useful conversations. Find the people who know your stack.

Article0 replies3,989 followingPosted 09 Jan 2026, 18:14 UTC111K views1,153 votes

Flipping a Project's Shots to Final: Batched Status Writes in the ShotGrid API

A practical walkthrough of batched status updates with shotgun_api3: scoped script credentials, site-local status codes, and one batch call instead of hundreds.

Community & Careers · Blog

batch-updates

shotgrid python-api

Tasadduq Burneyowner

Started09 Jan 2026, 18:14 UTC

Level 38Owner35,775 rep points

Community & Careers

Article0 replies1,586 followingPosted 22 Sept 2026, 21:24 UTC108.4K views2,636 votes

Choosing Between ShotGrid Event Daemon and Webhooks for Pipeline Automation

Compare ShotGrid's self-hosted Event Daemon with cloud-native Webhooks for triggering external pipelines. Covers event coverage, delivery guarantees, authentication, payload limits, and a concrete webhook registration example with HMAC verification.

Community & Careers · Blog

shotgrid webhooks pipeline-automation

Community & Careers

Article0 replies634 followingPosted 16 Jul 2026, 17:45 UTC86.9K views3,289 votes

Building Reliable Pipeline Automation with the ShotGrid Event Daemon

Stop relying on fragile webhooks for pipeline automation. Learn how the ShotGrid Event Daemon uses local state and retry semantics to guarantee event delivery.

Community & Careers · Blog

shotgrid

python pipeline-automation

Community & Careers

Article0 replies3,069 followingPosted 22 Jul 2026, 19:04 UTC121.8K views571 votes

Choosing Geometry Nodes for a Procedural Modeling Pipeline: Fields, Instances, and Version Risks

Geometry Nodes gives procedural modeling implicit parallelism and asset‑level reuse, but field semantics, simulation caching, and version migration require deliberate engineering guardrails.

Community & Careers · Blog

blender field-evaluation blender-geometry-nodes

Community & Careers

Article0 replies1,371 followingPosted 28 Sept 2026, 18:10 UTC80.1K views1,176 votes

Stop Pulling Full ShotGrid Records: Field Selection and Pagination Patterns That Actually Scale

Slow ShotGrid scripts usually aren't a data-volume problem — they're over-fetching fields and paginating on defaults. Here's how field selection, dot-notation traversal, and deliberate pagination fix that.

Community & Careers · Blog

shotgrid

python shotgun-api3

Community & Careers

Article0 replies973 followingPosted 18 Sept 2026, 08:54 UTC136.2K views4,995 votes

Automating ShotGrid Version Approval Notifications with the Event Daemon

Use ShotGrid's Event Daemon to push instant approval emails to artists the moment a version status flips to Approved — cutting manual check-ins and keeping downstream tasks moving.

Community & Careers · Blog

shotgrid

python pipeline-automation

Community & Careers

Article1 reply1 comment3,748 followingPosted 19 Nov 2025, 05:43 UTC27.6K views1,650 votes

owner commented

Scaling Pipeline Deployment with Dynamic DAG Generation in Apache Airflow

Stop copy-pasting DAG files. Learn how to use dynamic DAG generation in Apache Airflow to scale your pipelines using configuration files while avoiding Scheduler performance pitfalls.

Community & Careers · Blog

dag-generation apache-airflow pipeline-automation