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Deep Research

Hedge Fund Management, AI/ML, and Individual Investor Lessons

  • Kaizhi Tang

Kaizhi Tang

27 Feb 2026 • 9 min read

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A controlled workflow for evaluating an AI coding agent with repository context, tests, review, and approval

How to Evaluate Agentic Coding Tools in a Real Repository

A practical evaluation rubric for agentic coding tools, covering context, tests, reviewability, approval gates, cost, and production risk.
01 Aug 2026 4 min read
抽象的证据感知手写表单到报告系统,包含文档区域与审计台账

证据感知的手写表单到报告系统

一份系统设计论证:手写表单到报告系统应保存证据、来源、置信度、拒答与人工复核,而不应只是简单 OCR。
19 Jul 2026 22 min read
Abstract evidence-aware handwriting-to-report system with document regions and an audit ledger

Evidence-Aware Handwriting-to-Report Systems

A design argument for handwriting-to-report systems that preserve evidence, provenance, uncertainty, abstention, and human review instead of acting like simple OCR.
19 Jul 2026 12 min read
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