Most people never notice. Every prompt goes into one bucket. Every sequence drafted. Every subject line tested. Every revision made. When that bucket fills up, the model starts cutting corners. Generic output. Forgotten instructions. Copy that feels like it was written on autopilot. There is a name for it: context rot. Two tools built specifically to fix it. Went straight to GitHub. Checked every fork. Found the dominant versions by star count. GSD: 65,000 stars. Oh My Claudecode: 37,000. 102,000 combined. Almost nobody in this community is using either. I had both installed before dinner. GSD structures what goes into Claude's context at each stage of your project. Instead of flooding the window with everything, it feeds Claude exactly what it needs, when it needs it. One command installs 68 global skills that activate automatically. Oh My Claudecode handles multi-agent orchestration. You describe the task. It splits the work across specialized agents and runs them in parallel. Automatically. Both free. Both open source. GSD: npx get-shit-done-cc@latest Oh My Claudecode: /plugin marketplace add https://github.com/Yeachan-Heo/oh-my-claudecode Jay built this community around test-iterate-improve. Most people apply that to sequences and subject lines. Almost nobody applies it to the AI layer itself. You have already felt the drop in quality on longer sessions. Now you have a name for it. And a fix. Ian Kirk

Is i have to send Followup Emails ( if i am doing highly personalized Emails ) 20 emails /day is i have to do followups and if i do followup that will take like another research ) What about Simple Followup ( not sure if you got a chance to see my email ( i mentioned i can send you 3 angles you can test first on your ad account reply yes so i will send them over ) ( if its not something reply no i wont email you agian ) this type of simple 1 followup )

Just finished reviewing one of our recent cold email campaigns. 870 prospects → 24 opportunities → $120K potential pipeline. What I like about this campaign is that we didn’t rely on sending a crazy amount of emails. We focused on the basics: - Good targeting - Clean lead data - Proper inbox setup - Deliverability - Relevant copy - Follow-ups - Constant optimization The biggest mistake I see is people trying to scale before they know what’s working. If the foundation is weak, adding more volume won’t fix it. Get the setup right. Get the targeting right. Get the messaging right. Then scale. There are no conversions recorded yet, so the $120K is potential pipeline, not revenue. Still, 24 opportunities from 870 prospects gives us a strong base to work with. Now the job is simple: keep optimizing and turn those opportunities into customers.

Where do you find clients if you’re not using cold email to find them? Do you use LinkedIn or Upwork or other social media channels?

Just landed my first client. Initial payment for a product I wasn’t pitching and interest in my pitch. Thanks for the tips everyone