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04 May 2026

Engineering Practice 04 May 2026

What a Scorecard Cannot See

The honest retrospective on two weighted competency frameworks - the blank templates at their centre, the qualities no weight can hold, the situations where a weighted model is the wrong tool, and what I would build differently.

Engineering Practice · 8 min

14 Apr 2026

Engineering Practice 14 Apr 2026

Why Weight a Competency Model at All

Most competency models fail the same way - everything matters equally, so nothing does. The case for a two-level weighting system, and a first look at the two mirrored frameworks this series unpacks.

Engineering Practice · 9 min