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IDEMCPCLI·<40ms review
routes/payments.ts
watching
1export async function chargeCard(req, res) {
2const key = "
3const client = new Stripe(key)
4res.json(await client.charges.create(req.body))
5}
agent writing…nothing left this machine
Reviews code fromCursorClaude CodeCopilotWindsurfZedany MCP agent

The pipeline

Faulty code in. Reviewed code out.

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agent output
checkout.ts2 findings
const key = "sk_live_51H8xJ2…"
app.post("/refund", handler)
beacon mcpLOCAL
secret scan
injection shapes
authz paths
unsafe sinks
reading diff38ms
ready to commit
checkout.tsclean
const key = process.env.STRIPE_KEY
app.post("/refund", requireOwner, handler)

In the room

Every team has a Gilfoyle.

Pied Piper almost ships a live Stripe key to demo day. Beacon catches it before Erlich can take credit.

#pied-piper-eng5 humans · 1 agent · 1 bot
Risk level
0idle

Features

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01
inline
Real-time inline review
// annotated the instant it's written const key = "sk_live_51H8xJ2…" ↑ flagged

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