Join people building the same thing
A free space to learn, share, and build alongside others working on AI, automation, and GTM systems.
How are people structuring multi-agent approval flows?
Running into token budget issues once we go past 3 agents in a chain. Curious what guardrails others are using.
Automated our entire outbound sequence, sharing the workflow
Went from 40 manual touches a week to a fully agentic sequence. Happy to walk through the CRM triggers.
Week 6 of building my GTM workspace, here's what shipped
Reporting layer is finally live. Screenshots and the architecture decision that took way too long.
Lifecycle stages that actually match how deals move
Most CRM templates assume linear progression. Ours don't move like that. What are you using instead?
Technical SEO checklist for AI-generated content at scale
Indexing issues once we crossed 500 pages. Sharing what fixed it before anyone else hits the same wall.
When did you stop doing sales calls yourself?
Trying to figure out the right moment to hand this off without losing the qualitative signal.
Claude Code + MCP for internal tooling, worth it?
Six weeks in. The learning curve was real but the leverage on repetitive ops work has been significant.
Content repurposing pipeline: one video into 14 assets
Long-form to shorts to newsletter to LinkedIn carousel. Sharing the exact prompt chain.
Approval gates for AI agents touching production data
What's your threshold for requiring human sign-off before an agent writes to your CRM?
Rebuilt our reporting dashboard, before/after inside
Old one took 40 minutes to load. New one is real-time. Architecture notes in the thread.
Systems, experiments, and lessons, straight from the Vault
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