Proprietary OS
AutoBuilder's private venture operating system moat.
Proprietary Moat Grid
Moat thesis
The models are not the moat. The moat is how AutoBuilder uses models through private workflows, scoring, recipes, memory, quality gates, and execution loops.
Venture Genome Engine
Structured venture DNA: market, problem, solution, metrics, risks.
Recipe Vault
Private playbooks for generation, scoring, and execution—never exposed raw.
Execution Graph
DAG of steps from intake to delivery with checkpoints.
Agent Operating Protocol
How agents read context, propose actions, and respect gates.
Native Build Engine
Owned read-patch-test-repair loop without Cursor dependency.
Quality Gate Engine
Rubrics and automated checks before shipping.
Claim Registry
Proof-safe public copy; internal claims tracked.
Noaerth Portfolio Intelligence
Portfolio health, rankings, opportunity scoring—internal only.
AutoBuilder Self-Improvement Layer
Pattern detection → improvement tasks → approved fixes.
Support Intelligence Layer
Issue patterns feed product improvements.
Data Learning Layer
Usage and outcome data improve recipes over time.
Secret Evaluation Harness
Private benchmarks for recipe and model changes.
Recipe Evolution Loop
Controlled recipe versioning with rollback.
Public/private note
Expose results, not recipes. Users see outputs; operator keeps methodology.