Episode 476: How much help is too much help and guarding against slop

In this episode, Dave and Jamison answer these questions: Two junior engineers recently joined my team, and I’ve been tasked with onboarding them. This is the first time I’ve been responsible for junior devs, and I’m struggling with how to coach them up. For context, we’re a small engineering team where self-sufficiency is highly valued; processes/overhead is minimal, and we have a real bias for action. As such, when they ask me for help, my intuition is often to respond “Keep looking, figure it out!”; in my mind, walking them to the answer would be anthithetical to our culture and set the wrong expectation for how they should go about solving problems. This is especially the case when they throw their hands up and say “Help, I’m stuck, what do I do”. Though, I don’t want to be so unhelpful that it frustrates them or legitimately impedes their progress. I’ve also noticed them sometimes going “behind” me to ask others engineers for help, which makes me think that I am being too unhelpful. The number one question I ask myself is: How much help should I be giving them? How do I find the right balance here? I’m seeing more and more AI slop in my org’s code base that I fear will have meaningful impact on the integrity and maintainability of the application we deliver to customers. Everyone talks the talk of “Ultimately, it’s the implementer’s responsibility to audit and understand the code they ship,” but few seem to walk the walk. How can I best work with my team to address this, especially in a context where leadership is prioritizing velocity?