Blog

Practical notes on software, AI, and growth

No fluff decks. Field notes on scoping work that ships, tools teams actually use, and growth systems that compound.

July 2, 20263 min read

A practical guide to AI agents in production

Agents are not magic employees. Treat them like unreliable but useful workers: narrow scope, tools with guardrails, observability, and a human escalation path.

AI agents
production
ops
architecture

Read article

June 12, 20263 min read

How to scope an AI automation project that actually ships

Most AI projects stall in workshops. Here is a scoping method that forces a shippable first version — with clear owners, success metrics, and a kill switch.

AI
automation
scoping
delivery

Read article

May 28, 20263 min read

Why your internal tools keep failing (and how to fix them)

Internal software dies from neglect, not bad code. Fix ownership, adoption, and feedback loops — or stop building tools nobody will use.

internal tools
software
product
operations

Read article

April 15, 20263 min read

Growth engineering vs. spraying ad spend

Paid ads can buy attention. Growth engineering builds the system that turns attention into revenue — measurement, experiments, and product loops that compound.

growth
marketing
experiments
product

Read article

Have a project stuck in slides?

Book a free consultation. We will help you cut scope to something that can ship.

Book a Free Consultation