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Dev.to
7/10/2026
Build an AI Changelog Generator in Python

Build an AI Changelog Generator in Python

Short summary

Build an automated changelog generator using Python and Telnyx AI Inference API to parse commit messages or git diffs into structured JSON with categories like Features, Bug Fixes, and Breaking Changes. The tutorial includes a complete Flask app with endpoints for generating changelogs, retrieving them by ID, and integrating into docs sites, Slack notifications, and release workflows. Practical patterns for CI pipelines and human approval gates are included with working code examples.

  • Automates release note generation from commits using Telnyx AI
  • Provides structured JSON output for flexible downstream use (docs, PRs, Slack, databases)
  • Includes working Flask API with examples and patterns for CI integration

Generated with AI, which can make mistakes.

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