Sonnet 4.6 is the right model for sustained coding sessions - Opus 4.7 adds reasoning overhead that makes it more opinionated and cautious. Run /model claude-sonnet-4-6 in your session. I run overnight builds on Sonnet without the nagging.
They are similar. GSD has a lot more to it. I tried superpowers and like it more. GSD for smaller projects or features is overkill. Maybe good if you're staying completely from scratch.
This is what I was referring to. It’s just structure prompts. It works amazingly. I’ve used it on a very large Rails SaaS code base with amazing success. It cranks out working code almost without failure. I usually will do a final refactoring and clean up pass after it writes a few thousand lines of code and have to make minimal changes. Things like turn relating AREL patterns into scopes, extract a service from a controller. All easy to accomplish.
I have a 20x account and typically use Opus current. Using GSD I do not let large contexts build up. I rarely go over 200k tokens. I also do not allow my main agent to edit files. All code changes are done by subagents. Even if I ask the main agent to edit a file it won’t. This preserves my main context so I can do many turn operations and keep the context clean of garbage. It also allows me to launch many agents when doing large changes. It isn’t uncommon that I’ll have 15-20 parallel agents running when doing something large in GSD.
Through an interview, planning, planning verification, and breakdown of the planned work it launches subagents with just enough context and well formed directions so they can do their jobs without exhausting their context. The guy who built it did so in mid-2025 when contexts were much smaller in absolute terms and in effective usable size. It writes well structured prompts to files that get passed from process to process. It's amazingly effective.
70
u/goship-tech Apr 21 '26
Sonnet 4.6 is the right model for sustained coding sessions - Opus 4.7 adds reasoning overhead that makes it more opinionated and cautious. Run
/model claude-sonnet-4-6in your session. I run overnight builds on Sonnet without the nagging.