Raw, unvarnished build notes: architectural decisions, what changed in production, andwhat I learned the hard way.
Marketplace rails before marketing site — inventory must exist and be verifiable before brand demand matters.
Creator onboarding flow, brand discovery UI, first pilot campaign.
Narrow roles with isolated memory over a single monolithic model — reliability in multi-agent swarms comes from clear contract boundaries.
Tighten anomaly alerts, expand market coverage.
Local-first as a product requirement, not a compromise — privacy changes what a founder is willing to entrust an agent with.
Richer cross-session recall for recurring project topics.
One consolidated agent loop beats four disconnected SaaS tabs — distribution velocity compounds when the pipeline lives in one place.
Tighten scheduling reliability, expand lead ingestion sources.
Every skipped setup week is a distribution week — eliminate boilerplate to focus 100% on product insight.
More launch templates extracted from real GTM loops.
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