Skip to content

Navigation Menu

Sign in
Appearance settings

Search code, repositories, users, issues, pull requests...

Provide feedback

We read every piece of feedback, and take your input very seriously.

Saved searches

Use saved searches to filter your results more quickly

Appearance settings

Conversation

galz10
Copy link
Collaborator

@galz10 galz10 commented Oct 13, 2025

TLDR

This PR introduces a new release-confidence.md document. This document establishes a formal checklist and process for maintainers to follow before promoting a release from preview to stable. The goal is to increase confidence in release quality by combining automated checks, manual verification of critical user journeys (CUJs), and telemetry/data review.

Dive Deeper

As the Gemini CLI grows in complexity and user base, having a standardized, rigorous release process is crucial. This document formalizes the implicit knowledge and ad-hoc checks that were previously performed, creating a single source of truth for release qualification. It introduces a multi-level strategy (Automated Gates, Manual Verification, Telemetry Review) to ensure that each release is thoroughly vetted. This will help us catch regressions, UX issues, and performance degradation early, ultimately leading to a more stable and reliable tool for our users.

Reviewer Test Plan

  1. Read the newly created docs/release-confidence.md.
  2. Verify that the outlined steps are clear, actionable, and cover the critical aspects of the CLI.
  3. Suggest any missing CUJs or checks that should be included.

  This commit introduces a new document, docs/release-confidence.md, which outlines a comprehensive strategy for ensuring the quality
  and stability of every Gemini CLI release.

  The document establishes a multi-level checklist that must be completed before any release is promoted. The goal is to provide a
  clear, actionable process for maintainers to answer the question, "Is this release ready for our users?" with a high degree of
  confidence.

  The strategy includes:
   - Level 1: Automated Gates: Baseline requirements for CI/CD, E2E tests, and post-deployment smoke tests.
   - Level 2: Manual Verification: Critical User Journey (CUJ) checklists covering setup, authentication, prompting, function calling,
     and configuration, as well as a mandatory dogfooding period.
   - Level 3: Telemetry & Data Review: Specific checks for dashboard error rates and model evaluation performance to catch regressions.
   - Go/No-Go Decision: A final sign-off checklist that consolidates the signals from all three levels.
@galz10 galz10 requested a review from a team as a code owner October 13, 2025 22:33
Copy link
Contributor

Summary of Changes

Hello @galz10, I'm Gemini Code Assist1! I'm currently reviewing this pull request and will post my feedback shortly. In the meantime, here's a summary to help you and other reviewers quickly get up to speed!

This pull request introduces a foundational document outlining a robust release confidence strategy for the Gemini CLI. Its primary purpose is to standardize and formalize the process maintainers follow to ensure the quality and stability of each release before it reaches users. By integrating automated checks, manual verification of critical user journeys, and data-driven insights, the new document aims to significantly increase confidence in the reliability of the tool.

Highlights

  • New Release Confidence Document: Introduces a new release-confidence.md document to formalize the process for promoting Gemini CLI releases from preview to stable.
  • Multi-Level Release Strategy: Establishes a comprehensive strategy comprising three levels: Automated Gates (CI/CD, E2E, Smoke Tests), Manual Verification & Dogfooding (maintainer usage, Critical User Journey checklist), and Telemetry & Data Review (dashboard health, model evaluation).
  • Standardized Quality Gate: Provides a clear checklist and 'Go/No-Go' decision framework for maintainers to ensure high-quality releases, aiming to catch regressions and UX issues early.
Using Gemini Code Assist

The full guide for Gemini Code Assist can be found on our documentation page, here are some quick tips.

Invoking Gemini

You can request assistance from Gemini at any point by creating a comment using either /gemini <command> or @gemini-code-assist <command>. Below is a summary of the supported commands on the current page.

Feature Command Description
Code Review /gemini review Performs a code review for the current pull request in its current state.
Pull Request Summary /gemini summary Provides a summary of the current pull request in its current state.
Comment @gemini-code-assist Responds in comments when explicitly tagged, both in pull request comments and review comments.
Help /gemini help Displays a list of available commands.

Customization

To customize Gemini Code Assist for GitHub experience, repository maintainers can create a configuration file and/or provide a custom code review style guide (such as PEP-8 for Python) by creating and adding files to a .gemini/ folder in the base of the repository. Detailed instructions can be found here.

Limitations & Feedback

Gemini Code Assist may make mistakes. Please leave feedback on any instances where its feedback is incorrect or counter productive. You can react with 👍 and 👎 on @gemini-code-assist comments. If you're interested in giving your feedback about your experience with Gemini Code Assist for Github and other Google products, sign up here.

You can also get AI-powered code generation, chat, as well as code reviews directly in the IDE at no cost with the Gemini Code Assist IDE Extension.

Footnotes

  1. Review the Privacy Notices, Generative AI Prohibited Use Policy, Terms of Service, and learn how to configure Gemini Code Assist in GitHub here. Gemini can make mistakes, so double check it and use code with caution.

Copy link
Contributor

@gemini-code-assist gemini-code-assist bot left a comment

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Code Review

This pull request introduces a release-confidence.md document, which is an excellent step towards formalizing the release process and ensuring release quality. The document is well-structured and comprehensive, covering automated gates, manual verification, and data review. My feedback includes a minor correction to a typo within the manual checklist to ensure its accuracy. Overall, this is a valuable addition to the project's documentation.

docs/release-confidence.md Outdated Show resolved Hide resolved
Copy link

github-actions bot commented Oct 13, 2025

Size Change: -2 B (0%)

Total Size: 17.9 MB

ℹ️ View Unchanged
Filename Size Change
./bundle/gemini.js 17.9 MB -2 B (0%)
./bundle/sandbox-macos-permissive-closed.sb 1.03 kB 0 B
./bundle/sandbox-macos-permissive-open.sb 830 B 0 B
./bundle/sandbox-macos-permissive-proxied.sb 1.31 kB 0 B
./bundle/sandbox-macos-restrictive-closed.sb 3.29 kB 0 B
./bundle/sandbox-macos-restrictive-open.sb 3.36 kB 0 B
./bundle/sandbox-macos-restrictive-proxied.sb 3.56 kB 0 B

compressed-size-action

Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Labels

None yet

Projects

None yet

Development

Successfully merging this pull request may close these issues.

Confidence: Define and document strategy for gaining release confidence

1 participant

Morty Proxy This is a proxified and sanitized view of the page, visit original site.