One of the most useful ideas I've come across is that tools take the shape of the hands holding them.
I've started to think the same is true of technology.
For years I thought choosing the right technology was one of the most important decisions an engineering leader could make.
I still think it matters. I just think I used to put it too high up the list.
Technology doesn't create good organisations.
It amplifies them.
A team that already makes good decisions will usually make even better ones with better tools.
A team that struggles to make decisions will often struggle faster.
The technology changes.
The underlying organisation doesn't.
That's why I've become less interested in questions like:
Should we adopt AI? Should we move to Snowflake? Should we introduce OKRs?
And more interested in questions like:
How do we currently make decisions? What behaviours will this technology reward? What mistakes will it make easier to repeat?
Technology is rarely the starting point.
It's a multiplier.
The hand still determines what gets built.
The tool just makes it easier to build more of it.
AI doesn't replace judgement. It scales it.
A platform doesn't create alignment. It rewards organisations that already have it.
Frameworks don't create clarity. They amplify whatever clarity already exists.
Dashboards don't improve decisions. They improve the information available to people making decisions. If nobody trusts the data, the dashboard becomes decoration.
Every few years the industry becomes convinced the next tool will change everything.
Sometimes it does.
But almost always because it changed what capable organisations were already able to achieve.
The tool mattered.
The hand mattered more.
Technology changes every few years.
Good judgement is slower, less fashionable, and much harder to replace.