Full article here - playbooks.hypergrowthpartners.com/p/cmo-turnov...

"Strategy matters. But execution velocity wins."

Without this, marketing teams can’t quantify their contributions and therefore can’t effectively demonstrate themselves as credible owners of growth that can deliver value to the business.

"The ability to translate a range of functional KPIs (for example, awareness, brand, consideration, and action) into business metrics (for instance, new customers or EBITDA) is critical."

The most important part of the flow is the context

Storing the full context repository in a vertical database (Faiss) so the 2. Agent (Planner) can meaningfully select the relevant pieces and prepare the context tailored to the coder agent (to solve the limited context storage issue)

7. Agent Integrator assembles the results from all the individual prompts and the results

8. Agent DevOps - deploys it all

3. Agent Architect - takes the context and prepare the code request

4. Agent Coder - prepares the code

5. Agent Reviewer - checks the code and flags the errors

6. Agent Fixer suggest fix and with the flags it is send to the Architect again till the code is working

2. Agent Planner - takes the first prompt and search in the full depository only the relevant context for the individual prompt.

1. Agent takes the prompt and prepares multiple smaller steps (individual prompts needed for the full answer)