AI Agent

GitHub Release Notes Agent

Automatically turn commits, pull requests, and diffs into polished release notes that communicate benefits and user value.

Release communication, done right

This agentic workflow transforms raw release documentation into clear, benefit-focused copy that resonates with leaders and decision-makers, helping you capture the most marketing impact from engineering.

GitHub-native change analysis

The GitHub agent connects directly to GitHub and analyzes commits, pull requests, and code changes to understand exactly what shipped.

Automatically filter updates

Built-in decision frameworks determine which changes are fit-for-marketing, while automatically filtering out internal refactors, dependency bumps, test changes, and CI/CD tweaks.

Clear, customer-facing release notes

The agentic workflow converts technical changes into benefit-driven language that product leaders, customers, and stakeholders can immediately understand.

Update at release speed

The agentic workflow can be triggered on every release, tag, or milestone—eliminating manual writing cycles, reducing engineering overhead, and keeping changelogs continuously up to date.

Agno’s GitHub Release Notes Agentic Workflow uses three specialized agents working in sequence:

The Extractor: Analyzes your GitHub release, comparing commits, pull requests, and file changes to extract structured facts about what changed

The Categorizer: Applies a rigorous 4-question framework to determine which changes matter to your users vs. which are internal housekeeping

The Author: Transforms technical changes into clear, benefit-focused entries that resonate with engineering leaders and decision-makers

Each agent is purpose-built for its role, ensuring consistent, high-quality output every time.

The all-in-one agent platform that runs in your cloud_

Agno delivers the full infrastructure for multi-agent systems

Build on day one

Launch agents immediately with memory, knowledge, and guardrails.

Maximum flexibility

Chat, trace, and monitor from your browser with a powerful control plane. 

Complete data privacy

Privacy and security are built into the architecture. Your data never leaves your system.

While you’re here, check out these other pre-built AI agents_

GitHub Release Notes Agent

Automatically turn commits, pull requests, and diffs into polished release notes that communicate benefits and user value.
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