Debunk the idea that startups must hire a data team to run valid growth experiments. Get lightweight governance, four tool patterns, and clear hiring signals.
Hands on product showdown measuring idea to execution speed across AI creative assistants to help startups pick the fastest tool for real creative work.
A practical 7 point scoring model, scorecard template, and three roadmap scenarios to treat automation as product work and deliver measurable outcomes.
A myth busting guide to pick the best community platform. Compare Discord, Slack, forums, and Circle on discoverability, moderation, retention, integrations, and monetization.
Debunk common automation tool myths and learn a three rule framework to avoid vendor lock in while keeping integrations and complexity manageable.
A step by step case study showing how a small team used a zero budget content strategy with repurposing, community syndication, and light automation to reach 50k monthly visitors.
