Watched this Matt Pocock workshop last week and it nailed something I've been wrestling with: https://www.youtube.com/watch?v=-QFHIoCo-Ko His core idea — LLMs have a smart zone (~100K tokens) where they work brilliantly, and a dumb zone beyond that where they hallucinate and forget decisions. The fix isn't more memory. It's methodology: PRD → grill-me → kanban of vertical slices → each slice runs in a clean session that fits the smart zone. Pocock built it for traditional devs. I'm building n8n + Claude automations for B2B clients, and his framework doesn't translate 1:1 — different stack, different unit of work. What I want to know: what's your methodology for building real projects with Claude, end-to-end? How do you slice the work, carry state across sessions, and keep the model sharp on long builds? Anything battle-tested under real client work — I'd love to hear it.

Looking for the right ads + social agency partner. Innova is an AI voice and workflow automation company. The build side is strong. Where we want a partner is on paid ads and organic social — both for us and for multiple clients we’re bringing on. We have several brands launching in the next 30 days, so immediate bandwidth matters. We’re looking for an agency owner whose business complements ours, where working together over the long haul makes sense for both sides. The right partner already runs their own ads/social agency and lives in Claude, ChatGPT, and the broader AI stack every day — not as a curiosity, but as how they actually work. They run paid across Meta, Google, and LinkedIn, they understand organic social as a craft, and they have real client results to point to. Entrepreneurial, sharp, and able to move fast because AI lets them. On our side, 15 years of enterprise sales leadership in medtech, a productized AI offer with real ROI behind it, a delivery team that ships, and a brand worth plugging into. More on us at innova-ai.com. If this sounds like you, drop a comment or DM. Tell us about your agency, share a client result you’re proud of, and let us know how AI shows up in your day-to-day. Happy to jump on a call from there and see if there’s a fit. Looking forward to connecting. — Matt​​​​​​​​​​​​​​​​