SDLC for my homelab is changing
Two articles landed in my queue the same week: Microsoft's New Agentic Software Delivery Primitives and Anthropic's Solving Code Review at Anthropic . Different companies, different scale, same underlying claim: the software delivery lifecycle hasn't changed shape, but where a human's attention goes inside it has moved almost entirely. I read both back to back and realized I wasn't reading about the future. I was reading a description of my Tuesday night. I run a home lab on Paperclip , tl;dr: its an agent farm with project management built in, and it's completely open source. I'm the human in the loop, and I have no other humans on staff (the kids do share ideas tho), then it's just a roster of agents (with different skills and harnesses) that pick up issues, check them out, break down big tasks, write code, open PRs, and escalate when they're stuck. My actual role in this most evenings is not writing code. It's being the one human in the loop ...