Research

Build logs, experiments and design notes from operating an AI-native product system as a single person. Social posts are derivatives; these pages are the source.

• From Diagnosis to Correction: Benchmarking and Improving Real-World Table Parsing

  # Governed AI Agent Workflow for Solo Founders

  2026-08-19

• How one person can build and operate multiple AI products with a governed AI operating system

  Building and operating multiple AI products as a solo founder might seem daunting, but it’s entirely achievable with the right systems in place. Ruiqi Tan’s SA-OS + Hermes framework exemplifies how…

  2026-08-06

• MANTA turns multi-agent collaboration graphs into an inference-time optimization target

  Solo founders face a unique challenge: managing complex workflows with limited resources. The key to scaling efficiently lies in leveraging governed AI agent workflows that provide structure, trace…

  2026-08-05

• CUGA pushes enterprise generalist-agent language with policy-aware OpenAPI/MCP integrations

  As solo developers increasingly rely on AI to streamline workflows, efficiency and accessibility have become critical challenges. Recent technological breakthroughs, such as zero-shot quantum proce…

  2026-08-01

• NVIDIA pushes agentic AI into local quantum-calibration workflows

  As a solo founder, managing AI workflows with limited resources can be daunting. NVIDIA's Ising Calibration 1.5 offers a breakthrough, enabling you to interpret quantum-processor diagnostics and tu…

  2026-08-01