Here's a number that sent me down a rabbit hole. For cold outreach in B2B software, the 2025 industry average reply rate is somewhere between one and three percent. Top performers hit fifteen to twenty-five, but that's with tight targeting and long follow-up sequences. For most first-time indie founders, the realistic baseline is about one in fifty people writes back. Which means successful, on-benchmark distribution looks, to a developer's pattern-matching brain, indistinguishable from total failure. The Teaching Signal Problem In 2025 reporting, 48% of sales reps never send a follow-up email. Follow-ups generate 42% of all replies. Half the industry is quietly leaving nearly half their results on the table because the first email looked like it hadn't worked. I don't think that's a sales problem. I think it's the same problem I'm having, and I think it has a specific shape. I've been writing code professionally for close to a decade.…