Highly productive and mature software development teams follow a process. Develop an Initiative (what, why), refine it, define tasks and their dependencies, delegate the tasks, implement, log, commit and review the work, merge/deploy, extrapolate learnings, iterate. Harness that.
Whether you are a vibe coder or a seasoned Engineer, your goal with AI should be to maximize it's contribution. It's quality contribution and it's efficient contribution. Your job is to seed an environment in which AI's contribution to your project is optimal.
Everytime there's a jump in open model performance a segment of people start shouting about buying 10k worth of hardware to run "free" models. Do the math. Always cheaper to subscribe. Hardware depreciates fast, it's cost goes up and performance goes down as hosted performance goes up and price goes down. How much GLM 5.2 subscription compute can you get for 10k?
Yeah don't watch how your money is being burned. Listen, use an event driven harness where each agent is feeding a global state with logging, another agent is monitoring and another layer orchestrates it all. The problem with ai cli loops is there's no observability, no learnings. If you are building throwaway frakensoftware go for it. If you are building extensible and maintainable software think more.
@zjpiazza@ziwenxu_ The best way to express your distaste is to no engage. Too late. And for the record this is his best idea yet. I support. Thinking of joining the team. Lol.
If more people spent their time in a state of "being on the beach" civilization couldn't fall. That changes the perspective on how to counter the fall. Cultivate peace and prosperity in yourselves independent of others, the "world", the news. There is literally nothing else productive that can be done. Believing otherwise has you mindlessly contributing to the fall of civilization. The uncivilized (unconscious) world falls every moment in individuals who live in and express the fall. The kingdom of God is within you. Live in it. Live in peace. Live in prosperity despite the "world".
@adaldeia@byovd 100%. Built my first web business in 1994. Online music exchange with mp2 technology lol. Learn systems and business analysis. How to design ai automation systems to manage and execute business processes. Neverending demand.