High Fidelity
Architecture
Turn your app idea into a complete cloud infrastructure plan — in 60 seconds. Mathematically grounded, copy-paste ready for the agentic era.


Deterministic Integrity
Architected for scale.
Multi-Cloud Determinism
Mathematically verified infrastructure plans for AWS, GCP, and Azure. Zero drift, zero guesswork.
Secure by Design
Automatic VPC isolation and IAM least-privilege generation for every blueprint.
Low-Latency Execution
Optimized for high-performance workloads, including HFT and massive scale distribution.
Agentic IDE Compatibility
Outputs tailored for Cursor, Claude Engineer, and autonomous coding agents.
Ultra-High Frequency Trading
"Low-latency TimescaleDB cluster for 50k TPS of market tick data on AWS."
SKU Selection
db.r6g.4xlarge
IOPS Capacity
150,000+
Massive Scale Distribution
"Platform survival plan for a 1M QPS burst event with global edge caching."
Edge Hit Ratio
98.5% verified
P99 Latency
12ms verified
Sudarshan Ai // Monetary_Configuration
Subscription_Tiers
Get your first architecture blueprint free. No credit card required.
Architecture_Monetization_Matrix
Free
- 2 Generations / Day (shared)
- Terminal + Compiler + Scanner
- Standard AI Engine
- Community Support
Pro
- 10 Terminal + Compiler Gens / Day
- Unlimited Scanner (Repo Analysis)
- Advanced AI Engine (DeepSeek)
- Cost Estimations + Phase Checklists
- Priority Support
Premium
- Unlimited All Sections
- Best-in-Class AI (Claude 3.5 Sonnet)
- Formal Verification Output
- Export to Infrastructure-as-Code
- White-glove SLA
Enterprise_Protocol
Access private VPC deployments and custom SKU ingestion.