myinvestpilot/ai-architecture
Design notes, architecture, and trade-offs for MyInvestPilot — an AI-native investment OS built with agent-driven development, DSL engine, and solo company tech stack.
Implements a constrained JSON DSL for deterministic decision execution rather than freeform LLM outputs, with hybrid Local/Remote agents splitting flexible orchestration from reliable async processing. Covers the full production stack: schema-driven contracts, AI-driven development methodology (scaling from 60/40 to 90/10 human-AI ratio), and multi-vendor serverless infrastructure optimized for solo builders. Documented through design trade-offs and failure cases from shipping a real quantitative investment system, not generic prompting patterns.
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Feb 16, 2026
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