Framework

HELM

Human-first Execution and Leadership Model

An operating framework for product development teams building with AI agents. Principles, patterns, guardrails, and a roadmap for adoption.

Principles

Six non-negotiable foundations

Start with the simplest solution possible. Only increase complexity when it demonstrably improves outcomes.

Anthropic, OpenAI

Most fail because they automate existing processes instead of reimagining workflows from scratch.

BCG, Deloitte, McKinsey

Agents are a structured execution layer, not a replacement for human judgment on architecture, risk, and release.

OpenAI, vibecoding.app

Speed without guardrails is not velocity — it is accelerated debt. Build guardrails before scaling, not after.

OpenAI, Microsoft, Gartner

Most AI product teams fail for structural reasons, not technical ones. Clear roles matter more than model choice.

McKinsey, Chrono Innovation, Deloitte

The team's agentic capacity is constrained by its least-adopted member in a critical-path role.

Eledath, vibecoding.app

For Practitioners

For Leaders