CodeshotCodeshot makes fast-moving code easier to understand and improve.
A daily brief from your codebase with learning and improvement suggestions from recent changes.
Code understanding and quality compound over time.
Fast Shipping
When code changes move quickly, context gets lost and quality work is easier to postpone.
Codeshot
A daily Codeshot from your codebase teaches one focus area at a time, so the learning sticks and the improvements add up.
See It In Action
See what a daily Codeshot from your codebase looks like.
Recent changes. One focus area. Suggestions to learn from.
It helps you learn first. You decide how to act.
What Codeshot can do
Read recent changes in your repository
Explain one focus area from your codebase in context
Turn accepted suggestions into action as laps
Not unless you accept a suggestion
Write to your repository
Create branches or pull requests from your repo
Override your engineering judgment
Real Findings
Recent changes, one focus area.
Each Codeshot helps you review one area that needs attention.
Daily Brief
From your codebase
Timeouts, retries, failure behavior
Where recent changes may break under failure conditions
Learn where retries, timeouts, graceful degradation, and backpressure are missing or inconsistent.
What changed
New integration paths and request chains add more failure cases than the happy path shows.
Suggestion
Add timeout guards
Suggestion
Retry only safe operations
Suggestion
Handle degraded fallback states
Suggestions to read
Add timeout guards
Retry only safe operations
Handle degraded fallback states
Read one focus area. Decide what matters. Act when you are ready.
By The Numbers
Small learnings add up to better engineering decisions.
Codeshot helps teams learn from real codebases and keep improving what recent changes surface.
100+
Repositories benchmarked
90%+
Surfaced active code areas worth learning from
5+
Minimum suggestions per affected repo
FAQ
Common questions
Straight answers before you start receiving Codeshots.
What does Codeshot actually do?
Codeshot helps your team understand recent code changes, surface what needs attention, and move accepted suggestions into execution as laps.
Do you keep a copy of my repo?
No. Codeshot reads your repo to prepare Codeshots, but we don't store or keep a copy of your code.
Can I revoke access at any time?
Yes. You can remove the access token whenever you want, and Codeshot immediately loses access.
Do I have to run every suggestion, or can I pick?
You choose. Review each suggestion, accept or reject it, and add feedback before anything moves into execution.
Can Codeshot be customized to my team's specific use case?
Yes. Reach out to us and we'll tailor the workflow to your team.
Do I pay for the AI/compute costs behind my suggestions?
No. Your first 10 agent hours of execution are free.
Getting Started
Log in and read
your first Codeshot
Read a daily Codeshot from your codebase, learn from recent changes, and act on the suggestions that matter.
Log In To Codeshot
Questions? contact@mindlap.ai