The human review workspace for AI-built software

AI writes code faster than you can trust it.

LemonCrow closes the gap.

See what your agents changed—like an X-ray of software. Understand the behavior first. Go deeper only when you need to.

Explore the X-rayTry local Review

Coding agents + software factories + review agents. You decide what ships.

ANATOMY / PAYMENT RETRIESInteractive concept
ONE CHANGE IN BEHAVIOR
05possible
attempts

The code changed. What does that mean for the customer?

01 / COMPLEMENT EVERY AGENT

Keep your agents.
Understand their work.

BUILDCoding agentsWrite code
ORCHESTRATESoftware factoriesCoordinate changes
FLAGReview agentsRaise concerns
LEMONCROWUnderstand the changeBehavior · impact · code
You decideWhat ships

Illustrative workflow—not a claim of native integrations with every provider.

02 / CODE X-RAY

See what changed.
Understand what it means.

PAYMENT FLOW / example changeConcept walkthrough

SOFTWARE ANATOMY

AFTER THE AGENT
IN HUMAN TERMSMakes more attempts

The retry limit changed from three to five. More attempts could matter if the gateway already processed a charge.

BEFORE → AFTER
BEFORE03
AFTER05
One changed limit. A bigger question about customer outcomes.
Did the gateway already charge the customer? Unknown.
Pick a component. Follow the behavior. Open the code when you need to.

Interactive illustration with example source—not live code analysis or an executed test.

03 / REVIEW CONTINUITY

Agents revise.
Your judgment persists.

SAME CHANGE / NEW REVISION
CheckoutJudgment retained
Retry logicReview reopened
GatewayUnknown remains
Changed behavior needs another look.

Illustrative revision states. Actual decisions are tied to immutable Review Snapshots.

04 / THE HUMAN DECISION

From agent-written code
to an understood change.

VERIFIED CHANGE · ILLUSTRATIVE RECORD

Payment retry behavior

Human review pending
Understood3 → 5 attempts
Impact exploredPayment journey
UnresolvedGateway outcome
Human decisionNeeded

A Verified Change is an evidence-linked review record—not bug-free certification, automatic approval, or a passing test.

THE HUMAN REVIEW WORKSPACE FOR AI-BUILT SOFTWARE

Your agents build it.
You understand it.

Join early accessTry local Review
Install local Review · no account required
Install and review
$ curl -fsSL https://lemoncrow.com/install.sh | bash$ export ANTHROPIC_API_KEY=sk-ant-...$ cd your-project && lc review --ai

Local AI review is available with a configured model or local agent. Automated GitHub PR review remains in early access.

F-score 49% on the public 50-PR code-review benchmark (thorough depth, run 1 Nov 2026), vs Greptile 29% scored by the same judge (run report, 26 Oct 2026). See the full table and how it was run →

LemonCrow product summary

LemonCrow is the human review workspace for AI-built software. Its goal is to let engineers understand what agents changed, inspect the wider behavior and impact, then open exact source for deeper review. The homepage code X-ray is an interactive illustrative concept, not a live repository inspection. Review helps developers inspect real diffs, code impact, AI findings and recorded evidence while keeping final decisions with people. Available today is the local review CLI (lc review), which reviews a branch or pull request with your own model route or a signed-in coding agent. The automatic GitHub pull request reviewer is in early access and is not yet posting AI comments. Its bring-your-own-key approach is free during early access. A decision-first Review Brief, risk-ranked reading list, proof card, behavior comparisons and small-PR guidance are proposed features, not currently available.

LemonCrow Runtime is a separate product that adds local code intelligence and coding tools to Claude Code, Codex, OpenCode and Pi (Cursor from a source checkout) without a LemonCrow account or uploading repository source to LemonCrow.