What works. What doesn't. What's next.

Knowledge

AI SDR Tech Stack: The One I Actually Run

A coding agent, a cloud database, somewhere to run agents, API or MCP data access, a warmup tool. The 5-part stack I run, plus the 2 things I left off.

7 min read

AI SDR Hallucinations: How I Stop Them

Put a second process over the output, and never let that second process depend on an LLM. The rule, the component I deliberately did not automate, and why.

6 min read

Do AI SDRs Actually Work? Where Mine Failed

Yes, with a human in the loop. Mine have run daily since 2023. The failure modes I hit myself, the reasons pilots die, and the point where building stops.

7 min read