Use cases
For engineering

Ground the answer, ship the PR, and let it close the review loop itself.

Map an unfamiliar repo, implement to a PR verified in a sandbox — then Gently fixes failing CI and addresses reviewer comments on the PR automatically, so it merges while you focus elsewhere.

Gently handles the project setup. Each thread gets its own isolated environment and running preview, so you can work without local installs or waiting for a shared environment to be fixed.

Answers grounded in real code and git history — onboarding and debugging, fast.
Every change is a reviewable PR, verified in a sandbox — not a guessed diff.
Failing CI and reviewer comments are addressed automatically on the PR.

The request and the working result

Product manager prompts

A PM builds a way for couriers to choose when they work, so operations can offer routes to someone available that day.

Task prompt

Let couriers set their availability, and only offer routes to couriers available that day.

Result: A working feature in the existing app: couriers choose their available days, and route offers respect that schedule. Ready for the team to try and review.
Explore the environment, developer tools, code reviews, and pull requests →

Crosstown is a fictional delivery app. This capture comes from actual work in Gently.

Where momentum gets lost

Gently takes on the interruptions and follow-up loops that crowd out higher-leverage work.

  1. You’re everyone’s search engine — interruptions shred your focus.

  2. PR review and CI babysitting eat the day after the code is written.

  3. Repetitive “fix the failing check / address this comment” loops are pure toil.

What you can do

Codebase archaeology

“Where is X / why does Y happen” — answers and diagrams grounded in real code and git history.

Verified diffs

Implement to a PR that ran lint, tests, and a sandbox — review a working change.

Auto-fix CI

A failing check comes back into the thread; Gently fixes it and re-runs.

Address review comments

It reads every open review thread, fixes or replies, and resolves each one.

Ask mode Diagrams Implement → stages → PR Auto-fix CI Address review comments Fan-out
Gently for every team

Start with questions. Grow into plans, previews, tests, and pull requests when your team is ready.

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