Writing | Hope Atina

Governance

Trust Models for Agent Autonomy: When to Let Agents Act Alone

A practical framework for strict, balanced, and open autonomy, with trust earned through evidence instead of granted by prompt.

March 18, 202611 min readTrustGovernanceAutonomy

Essay

Most agent frameworks optimize the prompt loop. Production agent infrastructure has to optimize governance, durability, memory, and review.

March 12, 2026 · 12 min read

MCP Protocol

What broke, what patterns held up, and what I would do differently after exposing 131+ tools across 22 MCP servers.

March 5, 2026 · 10 min read

Developer Tooling

Why Rust for CLI tools, cross-platform M1/Intel builds, Homebrew tap distribution, and integrating Claude API for AI-powered recommendations.

January 10, 2025 · 10 min read