Hi, I’m Marc!
I’ve spent most of my career building software products and the teams that build them—moving between individual contributor and leadership roles across startups, consultancies, and mission-driven work. These days, I focus on applying generative AI in product: helping companies figure out where AI can genuinely improve what they’re building, then doing the work to make it happen—whether that’s advising executives, building systems myself, or educating engineers.
Recent Articles
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The Rust Language + Toolchain: Robust Guardrails Against Agent Hallucinations, Dead Code, and Runtime Bugs
How Rust’s strict compiler, type system, and ownership model create a tight feedback loop that catches agentic coding mistakes at compile-time rather than runtime, transforming the language’s perceived barriers into productivity multipliers for AI coding agents.
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The Commoditization Trap: Why Model-Agnostic AI Products Will Win
Why LLM companies that lock their products to proprietary models are undermining their own competitive advantage, and how model-agnostic architectures that keep models hot-swappable will ultimately capture more value as state-of-the-art models inevitably commoditize.