Proof-of-Concept (POC) Generation

Almanax can generate a theoretical exploit or reproduction script for any finding. Use it to prove impact to security teams, stakeholders or reproduce issues locally.

When should I generate a POC?

• You want to demonstrate a vulnerability is real and exploitable.
• You need concrete steps for QA or a bug-bounty submission.
• You’re preparing a security report and want to include replication details.

How it works

1. Open a completed scan, navigate to Findings › the finding you care about.
2. Click Generate POC.
3. Almanax asks the LLM service to craft code + instructions tailored to the finding.
4. When ready, the POC appears inline, you can copy it, and run it locally.

What’s inside a POC

Section	Description
Code snippet	Minimal theoretical script / transaction that triggers the bug
Technical notes	How it works, assumptions, network requirements

False Positive Reevaluation

Given the context of the code, the LLM reevaluates the finding and may determine it's a false positive. In this scenario the Technical Notes will give a short explanation on why the LLM thinks the bug may not be explotiable.

Regenerate POC

A user can regenerate a POC any time.

Limits & cost

• Available on Premium and Enterprise plans.

Troubleshooting

Symptom	Fix
“POC generation disabled on your plan”	Upgrade or contact sales.
POC takes >2 min	The LLM may be rate-limited; retry in a few minutes.