Neurop Forge: Your AI Can't Lie About What It Did Anymore

Source: Dev.to

The Problem

AI agents are unpredictable. They generate arbitrary code, make decisions you can’t trace, and when something goes wrong – good luck figuring out what happened.

The Solution

I built an execution layer where AI can’t generate code. Instead, it searches 4,500+ pre‑verified function blocks and executes them directly. Every execution gets a SHA‑256 cryptographic hash.

What this means:

• Every AI action is traceable
• Dangerous operations get blocked in real‑time
• Full audit trail for compliance (SOC 2, HIPAA, PCI‑DSS)

Live Demos

Watch GPT‑4o autonomously select and execute blocks – no signup required:

• Microsoft Azure Copilot Integration
• Google Vertex AI Integration

Try the “Policy Violation” presets and watch the policy engine block shell commands and data exfiltration in real‑time.

How It Works

1. AI receives a task
2. Searches the verified block library by intent
3. Executes blocks deterministically
4. Every execution logged with cryptographic proof

Zero code generation. Full auditability.

Contact

• Email: wassermanlourens@gmail.com
• GitHub: