WL

Now

Current work and attention.

A nownownow-style snapshot of what is active right now: building, investigating, researching, and reading.

Building

  • AINE Runtime research: exploring continuity, governance, and accountable human-AI engineering collaboration.
  • Reference architectures for enterprise AI platforms and autonomous workflows.
  • A public knowledge base around AI-native software engineering.

Investigating

  • How AI coding systems should preserve engineering intent over long-running sessions.
  • Evaluation models for agentic software delivery.
  • Practical patterns for combining human review, policy, and autonomous execution.

Researching

  • Autonomous agent runtime boundaries.
  • Durable engineering memory and context continuity.
  • Governance-driven engineering systems.

Reading

  • Distributed systems papers and operational postmortems.
  • AI agent evaluation research.
  • Writing on organizational design for software architecture.

Last updated: June 2026