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?
Ainda sobre essa postagem e mais o belíssimo artigo escrito pelo @addyosmani sobre Loop Engineering, fiz um resumo em português, incluindo a belíssima analogia do @odysseus0z para facilitar o entendimento sobre o assunto
https://t.co/eBv6ovHB2I
OpenClaw is the fastest-growing open source project, but there are no stories of running it safely in production at scale. As we started deploying agents internally at @brexHQ, we couldn’t stop thinking about this question.
Agents work, but nobody wants to give them real credentials. Instead of waiting for a solution to emerge, we decided to try a novel approach: using LLMs to judge the network traffic of an AI agent.
Today we’re announcing CrabTrap, an open-source proxy that intercepts every outbound request and blocks risky activity using LLMs, before it ever hits an external API. The results are promising; we believe it’s a meaningful step forward in the security of agent harnesses in production environments.
Try it out today.
(As a side note, it was really fun to work personally on a real systems problem again. And btw, if you want to work at a place where the CEO is building proxies at night, we’re hiring!)
I remember this moment like it happened today!
Purpose.. that’s what I’m living in.
When you speak the truth about things that shouldn’t been talked about, the attacks coming.
But I moved to Brazil and to Corinthians because that’s what my Purpose in life decided.
I can live with the accusations of the media, or others that using this moment to X me out because there is a World Cup coming… but yall are totally wrong!
My priority is Corinthians period since the beginning and that goes beyond the World Cup.
So much wrong information goes out and I have to be quiet about it and watch while everyone having their say so about what you think or what you feel that’s not healthy.
I pushed to play tomorrow but unfortunately it’s not possible because some errors…
This is painful and frustrated..
But again the players can’t talk about it but are the one that get the blame. Wrong!
You can’t just curse players out because we getting injured..
We have to look into it deeper and ask questions.
19 months I’m here and I’m studying what Corinthians means and day by day I understand it better but it’s been just 19 months not a long at all.
We need to bring Corinthians where they belong, together.. everyone!
Competing for every title!
Being the size of Corinthians we have to look with a wayyy bigger vision.
We achieved beautiful things together but that’s not enough, not even close to what we could be capable of.
Behind the scenes we working on several positive projects that I’m excited about for Brazil and for Corinthians!
But many of yall focusing on the money while y’all don’t have any clue or detail about this matter.. it only brings negative energy.
Whatever my purpose decides I keep my head high and my chest forward.
That’s just my Ashanti spirit that will never leave me.
Tomorrow another victory against 🐷
If you not with us you against us.
Memphis 🖤🤍
Claude can now build interactive charts and diagrams, directly in the chat.
Available today in beta on all plans, including free.
Try it out: https://t.co/tHPAZRgQkn
Every React app should probably have a 'dont-use-use-effect' skill
That explains why you might not need a useEffect, and what state/effect manager you use instead
sua força como developer está na sua capacidade de manter modelos mentais a respeito de como as coisas funcionam e interagem. quanto mais rápido e claros são seus modelos, e quanto mais vc consegue transformar esses modelos em formalização clara e intuitiva (código), melhor vc é.