Barry Li | Climate Reporting & Assurance

Insights on climate reporting, carbon markets, and sustainability assurance.

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Barry Li

PhD candidate in Accounting and Finance at the University of Newcastle, Australia, researching climate reporting, carbon markets, and sustainability assurance. An auditing practitioner with over 10 years’ experience, sharing insights at the intersection of academia and practice.

    Category: Projects & Build Logs

    HASHI, tool development, version notes, incident reviews, vibe-coding practice logs.

    • There Is No Vibe Debugging

      Build ratios, silent failure modes, and what serious AI-assisted development actually costs The dominant narrative around AI-assisted development concerns accessibility. Describe what you want; the model builds it. The barrier has lowered. Anyone can ship. That claim is accurate. It is also the smallest part of the story. What that narrative omits — what the…

    • HASHI v2.1: From Chat Bridge to Self-Evolving Multi-Agent Orchestra

      Two weeks ago, I shared the first version of HASHI — a privacy-first bridge that let you chat with multiple AI agents through a single WhatsApp or Telegram account. It was Version 1.0: functional and fun. Today, I am releasing HASHI v2.1, and I genuinely struggle to describe how much has changed. If v1 was…

    • Introducing HASHI: my first vibe-coded publishable project

      HASHI is a privacy-first multi-agent AI bridge that lets you orchestrate Gemini, Claude, and Codex through a single Telegram or WhatsApp account.