working-notes

Don’t Reinvent the Wheel, Question the Price Tag Instead

More people are pausing and asking a simple but powerful question: “Should I really be paying this much for that?” This isn’t about rejecting tools. It’s about choosing them with intention and knowing when building it yourself or open source might actually be the better fit.

working-notes

When effort and systems stop being the same thing

At small scale, effort and structure can look identical. At scale, only systems compound.

working-notes

Reviewing AI-Assisted Code Changes

When AI changes a lot of code quickly, review is no longer about reading lines. It’s about making sure you still understand what will happen in production.