Writing &
Speaking
Thinking publicly about agent architecture, memory engineering, and what it actually takes to run autonomous systems at enterprise scale.
Convergent Engineering: How Everyone Built the Same Thing
Dozens of teams built the same agent memory architecture — independently, simultaneously. Examines why multi-tier memory with active consolidation has crossed from open research problem to engineering discipline, drawing on the 2025–2026 convergence across Anthropic, Google, Letta, Mem0, and solo engineers.
Beyond the Session: Memory Engineering for Agent Teams
Autonomous agent teams are real — but to run them well, not just impressively, there's a level of memory engineering most teams haven't tackled yet. Covers intent-driven architecture, context-driven systems, and the memory substrate that separates coordinated agent teams from chaos with good intentions.
Transforming Developer Productivity: Rethinking the SDLC with AI Coding Agents
Demonstrated how AI coding agents are reshaping the software development lifecycle at enterprise scale. Presented DevGPT's architecture and real-world impact across J.P. Morgan Chase — covering cloud-native agent orchestration, secure sandbox execution, and developer productivity gains at scale.