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Pocket Casts: AI Scripts

Generate Thursday updates for the Pocket Casts team using AI!

Setup

Easy Setup

If you just want to run the Thursday updates script, download and execute the bin file directly:

# Get AI updates for the past 14 days
./bin/pocket-updates
# Get AI updates for a specific date range
./bin/pocket-updates --from 2024-12-05 --to 2024-12-19

First time setup

Credentials

This script needs to access WordPress.com API and GitHub API, for these we need:

  • WordPress.com OAuth access token - This is automatically setup the first time you run the script.
  • GitHub Personal Access Token (PAT) - this is read from GITHUB_TOKEN environment variable.

Authorizing GitHub

To get a GitHub Personal Access Token (PAT), you can follow these steps:

  1. Go to GitHub Settings
  2. Click on "Generate new token (classic)"
  3. Set the token name and permissions to "repo"
  4. Click on "Generate token"
  5. Copy the token and save it as GITHUB_TOKEN environment variable in your shell.

Usage

Usage: pocket-updates [options]

Options:
  --debug    Enable debug logging
  --verbose  Enable verbose logging
  --from     Start date (YYYY-MM-DD)
  --to       End date (YYYY-MM-DD)
  --help     Show this help message

Development

For development, you'll need to install the Bun.sh runtime.

Run the Thursday updates script:

bun run start

Build the Thursday updates binary and save it in the bin directory:

bun run build

How It Works

You can read the full summary about it in the P2 Post here.

  1. Search GitHub PRs within a given date range (last 14 days by default).

  2. Summarize Pull Requests with AI.

  3. Get Project Threads from WordPress.com.

  4. Summarize Project Threads with AI.

  5. Format Summaries with a Schema for flexible output formatting.

  6. Evaluate Top Shipped Changes using AI.

  7. Combine Everything into a Single Markdown Report.