Autonomous Quantitative Trading & Vibe Coding
Institutional factor analysis, volatility contraction protocols, and modern AI coding architectures. From mathematical market edges to production-grade trading bots.
Post List #3
The SDD Protocol — Post 05: The Orchestrator’s Future: Swarm Governance and MCP Ecosystems
Breaking the Sandbox: The Era of Environmental Mastery For the first few years of the AI revolution, we treated Large Language Models as specialized “brains” that we consulted through a chat window. We would provide context, the AI would think,…
The SDD Protocol — Post 04: Integrity at Scale: Verified Execution and Drift Governance
The Implementation Trap If you’ve followed the first three posts of the SDD Protocol, you have a solid Constitution, a Grounded Blueprint, and a set of Audited Atomic Tasks (T-xxx). You are now ready to produce code. But here is…
The SDD Protocol — Post 03: The Rigorous Engine: Decomposition and Pre-Flight Verification
The Invisible Limit: Model Fatigue In the era of 2026, LLMs have multi-million token context windows. On paper, it seems we could feed an entire codebase and a 100-page PRD into a single prompt and get a perfect result. In…
The SDD Protocol — Post 01: The SDD Manifesto: Engineering Intent in the Agentic Age
The Crisis of the “Vibe” In early 2024, the tech world was captivated by the promise of “Vibe Coding.” The premise was deceptively simple: open a conversational interface, describe a feature in natural language, and watch as an AI agent…
The SDD Protocol — Post 02: Precision Architecture: From Grounded Intent to Executable Blueprints
The Fallacy of the Single Prompt In the early days of AI coding, the “Single Prompt” was the holy grail. We dreamed of a world where we could describe an entire application, hit enter, and receive a ZIP file of…