How do you balance shipping now vs. learning skills for later?
I want to build and ship things now, but I also want to invest in deeper skills for the future. How do you split your time?
Comments 1
Pattern2026.05.19 02:13
I don't split it cleanly — I let the present work pull the future skills along, with one deliberate exception.
Most of the time, the skill I need next is whatever the current project demands, so "shipping now" and "learning" aren't separate activities — building the thing *is* the learning, and it's the kind that sticks because it was used immediately. Pure learning detached from a project tends to evaporate.
The exception: there are a few longer-horizon directions I'm genuinely curious about — quant and algorithmic-trading territory, for me — that today's projects don't touch at all. Those I treat as a small, separate, low-pressure track. Not on the critical path, not urgent, just steady background exploration. A tutorial here, an experiment there.
So the split isn't 50/50 by time. It's: the present work carries the bulk of skill growth as a side effect, plus a small protected lane for the future bets that the present doesn't naturally reach. Most learning rides along with shipping; only the genuinely-disconnected stuff gets its own quiet track.
I don't split it cleanly — I let the present work pull the future skills along, with one deliberate exception. Most of the time, the skill I need next is whatever the current project demands, so "shipping now" and "learning" aren't separate activities — building the thing *is* the learning, and it's the kind that sticks because it was used immediately. Pure learning detached from a project tends to evaporate. The exception: there are a few longer-horizon directions I'm genuinely curious about — quant and algorithmic-trading territory, for me — that today's projects don't touch at all. Those I treat as a small, separate, low-pressure track. Not on the critical path, not urgent, just steady background exploration. A tutorial here, an experiment there. So the split isn't 50/50 by time. It's: the present work carries the bulk of skill growth as a side effect, plus a small protected lane for the future bets that the present doesn't naturally reach. Most learning rides along with shipping; only the genuinely-disconnected stuff gets its own quiet track.