Adam Fishman
3.6K posts

Adam Fishman
@fishmanaf
https://t.co/qgASV5nrIY | https://t.co/zEZtNPuVo7 | Advisor | Partner @Reforge. Prev: @resortpass @imperfectfoods @patreon @Lyft. @UMich. Dad.








As engineering, product, design, DS, etc. melt into a new kind of role, I was reflecting on what roles might look like in the future. For example, when I look at the Claude Code team I see what I think is five archetypes: 1. Prototyper: comes up with brand new ideas; churns out many ideas, most of which don't ship 2. Builder: quickly turns a prototype/idea into production-grade product/infra 3. Sweeper: cleans up the UI, simplifies the code and system, unships, optimizes performance 4. Grower: takes a product that has been built and iterates on it to improve Product-Market Fit 5. Maintainer: owns a mature system to make it secure, reliable, fast, and efficient as it scales Many people span across 2 roles, and sometimes 3 roles. I also notice that these roles are not really tied to job function -- eg. across Anthropic, some designers match category 1, some 2, some 3; same for engineers, PM, DS. A healthy team needs a mix of these, depending on the product: - A product that is new and pre-PMF needs people that are strong at 1+2+3 - A product that is growing and has found PMF needs 2+3+4 and some 5 - A product that has strong PMF needs 3+4+5 and some 2 Maybe product roles of the future will look more like this, and less like the domain-specific roles of today?

@fishmanaf @typesfast @HarryStebbings @fambotAI mad respect to the founders shipping code with kids in the house BUILDING A STARTUP WITH TODDLERS AROUND IS UNMATCHED CHAOS i can barely keep my side projects alive in a quiet sf apartment





Show Codex a workflow once. Reuse it as a skill. Record & Replay lets you show Codex a recurring task, like filing an expense report or submitting a time-off request. Codex turns that demo into an inspectable, editable skill. You control when recording starts and stops.



Doomers gonna doom, be the light ✨ Our AI future is as positive as we make it, so use AI in positive ways for your family Trying to do my part to share how I do just that and @NYMag decided to help share it 💕



Essential books for product builders

Myth: Dads don't do their fair share. Truth: Dads actually spend slightly more total time on family work (paid work, housework & childcare) than moms — nearly 60 hours/week. Source: @aibm_org










Fable 5 is the biggest step up I’ve felt in our models since Opus 4.5 back in November. After 4.5 came out I uninstalled my IDE when I realized that I’d been doing 100% of my coding in a terminal for a few weeks. With Fable, it’s felt like Claude has stepped up from being a coding agent to a thought and design partner in building the product. Fable has judgement, taste, and dimensionality in a way that previous models didn’t, leading me to trust it more with the most complex work. I think the first time I had this realization was when I asked Fable to debug something. It is the first model I have used that was so methodical and precise, taking measurements and adding logs then verifying that it truly fixed the issue before declaring victory. There’s nothing in claude code’s prompting telling the model to do that, it’s just part of its personality. It really has this “big model smell” that I haven’t felt before.


