Research Papers
Agentic Development Patterns
Empirical patterns from building multi‑agent systems at production quality. We document role specialization, sequential‑first execution, exhaustive logging as a primary debugging tool, and safety‑gated iteration as foundations that diverge from traditional software engineering.
Context Management in Agentic Systems
Practical methods for keeping shared context coherent across collaborating agents: living documentation, lightweight design contracts, breadcrumbing decisions, and linkable artifacts that minimize drift while preserving exploration.
AI Safety & Containment
A defense‑in‑depth approach for autonomous AI: containerized isolation, static and runtime analysis, resource budgets and SLOs, continuous monitoring, and incident response—integrated with gated promotion to reduce reward hacking and regressions.