Real-time inline review
Risky lines are annotated the moment an agent writes them — not in CI, not in a report.
ForgeFast Labs
An independent lab shipping live software. Flagship: Beacon — local-first security that reviews every line Cursor, Claude Code and Copilot write, before it leaves the machine.
Flagship product
Beacon catches secrets before commit.
It rides along with Cursor, Claude Code and Copilot, reviewing every line the moment it's written — inside the editor, on the machine. Findings come back as fixes, not tickets.
How it works
Faulty code in. Reviewed code out.
Agent output
2 findingscheckout.ts
const key = "sk_live_51H8xJ2…"
app.post("/refund", handler)
Beacon MCP
38mslocal
secret scan
injection shapes
authz paths
Ready to commit
cleancheckout.ts
const key = process.env.STRIPE_KEY
app.post("/refund", requireOwner, handler)
Risky lines are annotated the moment an agent writes them — not in CI, not in a report.
A native editor extension, an MCP server the agent calls, or a step in the pipeline.
Analysis runs on the machine. Beacon has zero repo access by design.
Hardcoded keys, tokens and credentials caught before the diff is even staged.
Injection, broken auth and unsafe deserialization, modeled from real-world CVEs.
Tuned for the patterns Cursor, Claude Code and Copilot actually produce.
Products
Two products. Both shipping. Nothing on this page is a case study.
Local-first security for AI-written code.
Reviews every line as Cursor, Claude Code and Copilot write it. Secrets, injection, and authz issues come back as fixes — before commit.
Prediction market intelligence on Solana.
Scans Jupiter markets with quantitative pricing and news analysis. Paper trade first, then go live.
The lab
ForgeFast Labs builds and operates its own products. Not a consultancy. Not a studio-for-hire.
ForgeFast Labs designs, builds, and operates its own software. Beacon and NightAgent are live — not case studies.
Sensitive analysis stays on the machine. Beacon has zero repo access by design.
API-first services, explicit queues, and schema governance. The same bar for every product that leaves the lab.
Next
Free to install. No repo access. Live in the editor before the next prompt finishes.