01 / ARCHITECTURE
Bounded Context Map & DAG
Mermaid dependency graphs isolating business logic from external LLM APIs and peripheral noise.
02 / INTERFACES
Pydantic v2 Strict Contracts
Immutable Data Transfer Objects (DTOs) with frozen=True and Rust-speed runtime validation.
03 / PERSISTENCE
Relational SQL DDL Schemas
Production DDL with foreign keys, composite indexes, and WAL journal modes to prevent database locks.
04 / QUALITY ASSURANCE
Pytest TDD Test Suite
Sub-millisecond test matrices guaranteeing system invariants before a single line of business logic is written.
05 / AUTONOMOUS DISPATCH
Agentic Fabrication Prompt
A hardened, zero-drift technical specification for your engineers or autonomous coding agents.
PROOF OF WORK
High-Throughput Firewall
Real case study: $O(1)$ deterministic perimeter saving 40k+ tokens.
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