Insights
Insights on AI, Automation & Software Engineering
Practical guides on applying AI with human review, automating workflows, planning SaaS products and MVPs, and building business systems that last.
Scale Engineering
Outsourcing with Ownership: Access, Decisions and Handover
Ownership during outsourced development depends on inspectable work, clear decision rights and a practical exit route. Keep repositories, deployment access and product knowledge usable throughout the engagement. IP and confidentiality depend on agreements; a collaboration process cannot replace legal terms.
Startup Idea Mapping: An Editable Hypothesis and Evidence Map
An idea map should separate business, user and technical assumptions so a team can decide what to test next. Connect each assumption to evidence, an owner and a decision. The worked text map below can be copied into your own planning document; it uses a hypothetical dispatch workflow, not customer data.
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