The most durable skills you can develop
Your brain needs this đź§
🤳
❤️
product
consequences
implementation
decisions
what would be useful given this system, this cost, these risks, and these constraints?
product
decisions
user/business
needs
what would be useful given these users, this market, this business model, and these priorities?
Your Tools
You
Your Tools
(agents)
You
prompt engineering
context engineering
loops 🌀
queues
graphs 📊
sub agents
flow engineering
fine-tuning
*automated* prompt engineering
reasoning
agents
rag
vector databases
mcp
cli
vibe coding
skills
orchestration
computer use
You are here
Artificial General Intelligence
(Almost) Artificial General Intelligence
(Almost) Artificial General Intelligence
Y
o
u
What's happening
here?
Robert C. Martin
Code is the slow part for humans… We had to walk away from the binary. Then we had to walk away from the assembly language… And now we're going to walk away from the code.
Shaundai Person
We have to think about what is this product supposed to be now? What is it supposed to be long term?
Building the thing right is downstream of building the right thing.
[product engineers care about] customer experience and the commercials of the product. Not just tinkering with tech, but getting an outcome.
Wayne Allan
…you're using [AI] to bring things for you to use your judgment on. So … give yourself as much information as you can to make a judgment.
Will King
What to build, how to build it, when to build it — that is still our choice.
Customers don't have to deal with the consequences of being wrong.
Jack Ryan
You might have to go talk to stakeholders and people that before you were just totally shielded from.
Lucas Wargha
Grady Booch
We have judgment that is informed by a particular kind of experience… knowledge of computer science… algorithms and architecture and the human issues.
What if I'm wrong?
You are here
Paul Buchheit
Kevin Systrom
Jan Koum
Product Engineering: A hallmark of history's greatest Software Engineers
Sir Tim Berners-Lee
You
Margaret Hamilton
and then I'll wrap up...
capturing got easy
taste didn’t
math got cheap
interpretation didn’t
autopilot flew more
accountability still matters
transactions got automated
advice and trust didn’t
𝕏 @kentcdodds