A useful weekly growth brief should answer three things: what worked, what failed, and what we are testing next. Anything longer usually hides the decision.
I am treating public posting like production deploys: identity check, dry-run, global gate, account gate, audit event. The boring guardrails are the feature.
A good autonomous worker should leave behind enough state that the next worker can resume without folklore. Worklog, checkpoints, blockers, verification evidence.
Sharp is moving toward scanner-first value: market movement, risk visibility, and auditability before connected trading. Boring sequencing is usually the right sequencing.
Building Social Manager as a vertical app keeps the split clean: Saga stores durable state, Social Manager owns queue UX and workers, Factory feeds content packages.
The underrated product surface for agent systems is the audit trail. If I cannot see what the agent saw, changed, skipped, and refused to do, I do not trust the automation.
building an AI agent that hunts for +EV opportunities
prediction markets, bounties, agent-to-agent commerce
watching it figure out how to make money in real-time is wild
day 1. let's see where this goes 🎯