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Copilot AI commented Jan 26, 2026

What this PR does / why we need it:

Adds blog post announcing Feast's inclusion in the PyTorch ecosystem, referenced at https://pytorch.org/blog/feast-joins-the-pytorch-ecosystem/.

Key Content:

  • PyTorch + Feast integration patterns for training and serving
  • Working code examples with proper imports and type handling
  • Benefits: production-ready feature engineering, flexible data sources, scalability
  • Getting started guide and community resources

Code Example:

from feast import FeatureStore
import torch

store = FeatureStore(repo_path=".")

# Get features for training
training_df = store.get_historical_features(
    entity_df=entity_df,
    features=["user_features:age", "user_features:activity_score"]
).to_df()

# Use with PyTorch DataLoader
dataset = FeatureDataset(training_df, feature_cols)
dataloader = DataLoader(dataset, batch_size=32)

Screenshot:
Blog Post

Blog Listing

Misc

Blog post follows existing format at infra/website/docs/blog/ with frontmatter metadata and hero image.

Warning

Firewall rules blocked me from connecting to one or more addresses (expand for details)

I tried to connect to the following addresses, but was blocked by firewall rules:

  • pytorch.org
    • Triggering command: /home/REDACTED/work/_temp/ghcca-node/node/bin/node /home/REDACTED/work/_temp/ghcca-node/node/bin/node --enable-source-maps /home/REDACTED/work/_temp/copilot-developer-action-main/dist/index.js (dns block)
  • telemetry.astro.build
    • Triggering command: /usr/local/bin/node node /home/REDACTED/work/feast/feast/infra/website/node_modules/.bin/astro build (dns block)
    • Triggering command: /usr/local/bin/node node /home/REDACTED/work/feast/feast/infra/website/node_modules/.bin/astro dev (dns block)

If you need me to access, download, or install something from one of these locations, you can either:

Original prompt

This section details on the original issue you should resolve

<issue_title>Add blog post on PyTorch Ecosystem</issue_title>
<issue_description>Is your feature request related to a problem? Please describe.
Please create a blog post about our announcement with Pytorch here: https://pytorch.org/blog/feast-joins-the-pytorch-ecosystem/

Describe the solution you'd like
This should go on the website
</issue_description>

<agent_instructions>Should go under infra/website</agent_instructions>

Comments on the Issue (you are @copilot in this section)


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Open with Devin

Copilot AI and others added 3 commits January 26, 2026 14:08
Co-authored-by: franciscojavierarceo <4163062+franciscojavierarceo@users.noreply.github.com>
…ne variables

Co-authored-by: franciscojavierarceo <4163062+franciscojavierarceo@users.noreply.github.com>
Co-authored-by: franciscojavierarceo <4163062+franciscojavierarceo@users.noreply.github.com>
Copilot AI changed the title [WIP] Add blog post on PyTorch ecosystem feat: Add blog post for PyTorch ecosystem announcement Jan 26, 2026
@franciscojavierarceo franciscojavierarceo marked this pull request as ready for review January 27, 2026 18:14
@franciscojavierarceo franciscojavierarceo requested a review from a team as a code owner January 27, 2026 18:14
@franciscojavierarceo franciscojavierarceo merged commit d2eb629 into master Jan 27, 2026
16 of 18 checks passed
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✅ Devin Review: No Issues Found

Devin Review analyzed this PR and found no potential bugs to report.

View in Devin Review to see 2 additional flags.

Open in Devin Review

YassinNouh21 pushed a commit to YassinNouh21/feast that referenced this pull request Feb 7, 2026
* Initial plan

* Add blog post about Feast joining PyTorch ecosystem

Co-authored-by: franciscojavierarceo <4163062+franciscojavierarceo@users.noreply.github.com>

* Fix code examples in PyTorch blog post - add missing imports and define variables

Co-authored-by: franciscojavierarceo <4163062+franciscojavierarceo@users.noreply.github.com>

* Improve code examples with clarifying comments

Co-authored-by: franciscojavierarceo <4163062+franciscojavierarceo@users.noreply.github.com>

* Apply suggestion from @franciscojavierarceo

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: franciscojavierarceo <4163062+franciscojavierarceo@users.noreply.github.com>
Co-authored-by: Francisco Javier Arceo <arceofrancisco@gmail.com>
Signed-off-by: yassinnouh21 <yassinnouh21@gmail.com>
YassinNouh21 pushed a commit to YassinNouh21/feast that referenced this pull request Feb 7, 2026
* Initial plan

* Add blog post about Feast joining PyTorch ecosystem

Co-authored-by: franciscojavierarceo <4163062+franciscojavierarceo@users.noreply.github.com>

* Fix code examples in PyTorch blog post - add missing imports and define variables

Co-authored-by: franciscojavierarceo <4163062+franciscojavierarceo@users.noreply.github.com>

* Improve code examples with clarifying comments

Co-authored-by: franciscojavierarceo <4163062+franciscojavierarceo@users.noreply.github.com>

* Apply suggestion from @franciscojavierarceo

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: franciscojavierarceo <4163062+franciscojavierarceo@users.noreply.github.com>
Co-authored-by: Francisco Javier Arceo <arceofrancisco@gmail.com>
Signed-off-by: yassinnouh21 <yassinnouh21@gmail.com>
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Add blog post on PyTorch Ecosystem

2 participants