COFOUNDER / ENGINEERING JOURNAL
Build faster.
Keep the judgment.
Field guides for the people designing, building, and operating software with AI. Clear responsibilities, useful evidence, and practical next steps.
Upwork MCP for technical founders: scope the human expertise your build needs
A practical Upwork MCP workflow for engineers and technical founders: project fit, honest proposals, bid review, portfolio evidence, and a small side-work test.
Shopify MCP for engineers: separate developer context from commerce actions
A practical Shopify guide for engineers and technical founders: Sidekick, native AI, MCP roles, integrations, and one useful store experiment.
MCPs for technical founders: connect tools without losing control of delivery
Choose useful MCPs for engineers and technical founders. Compare tasks, costs, review needs, and a first-week test that protects your time.
A forward-deployed developer’s production handoff checklist
Make an embedded implementation maintainable with a runbook, explicit ownership, observable failures, and a rehearsed recovery path.
Forward-deployed developers: from customer workflow to production handoff
Understand the engineering work behind a deployment, including integrations, acceptance criteria, operability, and reusable product learning.
The modern engineering team: people, AI, and clear responsibility
Design an AI-assisted engineering operating model that preserves architecture, review, reliability, and product ownership.
Agile engineering with AI: keep the Definition of Done meaningful
Adapt your development workflow for AI-generated changes while preserving usable increments, honest review, and release ownership.