Cam Smith
Cofounder & COO at Humaie. I write about — and build — agentic AI systems: what actually holds up in production, and what only looks good in a demo.
// WRITING
Why I keep rebuilding my own tools
Notes on building Crossthreads and Headless_CRM, and what shipping your own tooling teaches you that reading about it doesn't.
- SSRN ↗
More Agents, More Problems? Cost, Reliability, and Complexity in Enterprise AI Operations
A cost-aware empirical study across 3,751 recorded-cost result rows and 2,183 reliable operations. Small constrained swarms can improve quality; larger swarms and heavier harnesses do not reliably pay for themselves once cost, reliability, and failure surface are counted.
- Humaie Research ↗
Designing the Intelligent Enterprise
From hierarchy to capability — how agentic AI is obsoleting the org chart, what the new paradigm of human–agent collaboration looks like, and where it leads.
// PROJECTS
Crossthreads — Rust
Search, recall, and resume every AI coding conversation — across all your tools, in one place. Local-first, no telemetry, agent-ready (MCP).
view on GitHub →Headless_CRM — TypeScript
The open-source CRM built for AI agents. MCP-native, API-first, self-hostable. AGPL-3.0.
view on GitHub →Mini Game Rover — Three.js
An offroad forest adventure experiment. Drive a rover through procedural terrain and trees, built as a playground for real-time 3D in the browser.
play live →