cto · generalist · scaling systems
7 posts tagged "Startup Scaling"
I’ve seen the AI-apocalypse hype scare investors and shape policy, and I’m sharing a framework founders can use to flip that fear into growth
I’ve seen AI’s boom turn into a brake, and I’m sharing how founders can turn safety limits into faster growth, lower costs, and a defensible product edge.
I built language models at a health-tech startup and saw sandbox escapes and regulatory bans. My experience shows a slow-down is vital for safe AI.
I guided my fintech team through a rollout of OpenAI’s Agents API, sharing guardrails, cost controls, and rapid steps that let us ship safe AI at scale.
I examine Nvidia’s $12.9 billion buy of Hugging Face and reveal three hidden shifts, distribution, compute economics, governance, that founder must anticipate.
I turned the myth that AI needs a PhD team into a pocket-sized playbook I use with non-technical founders, letting us ship AI features in weeks and impact.
When we hit ten people I felt safe, but hitting 100 turned into a train I couldn't stop. I built a playbook that tames the chaos, and you can start using it now.