Writing
Notes on AI-native product growth, monetization, workflow redesign, and agentic systems.
Notes on turning usage signals, workflow reality, and AI pressure into better product and growth decisions.
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July 24, 2026 · 10 min read
From AI research chat to an inspectable decision loop
How I turned scattered AI research into structured evidence, deterministic scoring, and a human action queue, without building an autonomous outreach machine.
agentsai-productsproduct-growthb2b-saas
July 4, 2026 · 7 min read
The monetization conversation your team keeps deferring
Most B2B SaaS teams treat monetization as a pricing page problem. In the AI era, that's the wrong frame, and the cost of getting it wrong is already showing up in your margins.
monetizationpricingb2b-saasai-products
June 12, 2026 · 8 min read
Your Next Growth Lever Is Already Inside Your Customers
In B2B SaaS, the next growth lever is often hiding inside the existing customer base, not in a new feature. Here is how to find it before adding more roadmap work.
product-growthexpansionb2b-saas