Intent-first diff insights for agents

Review intent and blast radius, not every line AI agents write

Problem

When most code is written by AI agents, line-by-line review is slow and low-value; reviewers need to grasp intent, key lines and blast radius first. Some have started moving PR review toward intent and impact analysis, but the workflow is still unformed.

Solution

Analyze the agent's diff before commit, summarize intent, flag critical and risky lines, list affected callers and tests, and produce a compact review brief for a human to confirm. Works alongside Git and common agent workflows to cut needless line-by-line reading.

Users

Developers using AI coding agents, tech leads in small teams, engineering teams that must vet agent output

MVP

Read git diff and summarize intent; flag key and risky lines; list affected files and callers; export a PR-ready review checklist; basic risk score

Revenue

Per-repository subscription; free tier for one repo and one user, paid team tier with CI integration

Why now

Agent-generated code volume is exploding and line review is becoming the bottleneck; tooling is exploratory but not settled, so a solo dev can own this niche workflow