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Engineering Blog

Deep dives into the problems we're solving and the systems we're building.

Policy-First Data Access: Why Your AI Agents Need a Broker

2026.04.14/10 min/nautilus

Direct database access for AI agents is a liability. A data broker with three personas — Librarian, Curator, Gatekeeper — gives you deterministic control over what agents know.

Cumulative Exposure Tracking in Multi-Agent Systems

2026.04.12/12 min/nautilus

Individual data requests look harmless. Accumulated across agents and sessions, they build profiles that shouldn't exist. Cumulative exposure tracking makes the invisible visible.

Why Expert Systems Are the Missing Governance Layer

2026.04.10/8 min/governance

Policy engines evaluate rules. Expert systems reason about state. Here's why that distinction matters for AI agent governance.

Inverting the AI Runtime Stack

2026.04.08/8 min/nautilus

What if LLMs authored rules instead of making runtime decisions? Nautilus v2 inverts the stack — deterministic execution at runtime, intelligent authoring in the background.

Building a Service Mesh for AI Agents

2026.03.28/12 min/bosun

Agent actions are richer than HTTP requests — tool calls, escalations, handoffs. Bosun governs them at the boundary, before they execute.

Orchestration vs. Choreography in Multi-Agent Systems

2026.03.15/6 min/architecture

When should agents coordinate through a central orchestrator, and when should they self-organize? The answer depends on trust boundaries.

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