... from Omri Ben-Shoham(@omri_ben_shoham1): @Sara Idvorac Conversational Forms is the one that jumps out to me, that's usually where completion rate either goes way up or people bail halfway through if the flow feels weirdly chatty for a simple form. Did you test it against a plain multi-step form on the same audience before shipping it as the default option? Comment from Omri Ben-Shoham(@omri_ben_shoham1): @Sara fair enough, letting ... ... choice rather than a replacement is probably the right call until you actually have the adoption data. would be curious to hear later on which use cases naturally lean conversational vs

... paper review. The sharpest point came from Dipankar @dipankar_sarkar : unmodeled costs don't stay neutral in a reward function, they become free reward. An agent trained on a simulator that doesn't model egress will drift toward chatty cross-AZ topologies precisely because egress looks free. The policy that emerges looks optimal in the sim and ships expensive in production. His solution, a separate eval environment with the "free" dimensions switched on, used only for evaluation not training, like ...

... Side projects die quietly. I wanted to flip that. Help indie developers reach profitable cash flow faster, with limited time and budget. No hype. No hacks. Just momentum. The Goals: Not a project management tool no complexity. Not a chatty AI bot no walls of advice. Instead: 3 small, proven tasks each day (traffic, conversion, retention, iteration). That s it. Doable, repeatable, progress you can actually feel. The Journey First prototype? Chaos (I tried to do 30-day missions ...