Musa Molla

One of the best signs of progress in AI is how predictable good work is becoming

by

A year ago, building with AI felt like luck.

Some prompts worked.
Some didn’t.
Some agents completed tasks.
Some wandered off.
We treated reliability like a mystery.

But something has shifted quietly.


Good results now follow from good design:
clear workflows, cleaner data, simpler tools, tighter feedback loops.
Not magic, just engineering.

The more predictable AI becomes, the more ambitious builders can finally get.

Curious to hear from PH:
What’s one thing that has become more reliable for you in the last few months?

47 views

Add a comment

Replies

Best
Anushka Hode

Yeah, I’ve been feeling this shift too. Things don’t feel as random anymore.
For me, the biggest change is how much better AI gets when the instructions are clear it actually follows through now instead of drifting off.

Abdul Rehman

AI code generation is much better now. It makes fewer mistakes and understands context better.

Hayds L

Models like chatgpt & claude getting better at using our memory system via connectors in their apps, along with more stable underlying connector (mcp) architecture on their end - hugely beneficial as independently controlled memory / data becomes more common!