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Field notes on reviews, feedback and growth for teams that run on AI-native ways of working.

Feedback Culture

4 articles

High-Quality Review Process

10 articles

How to make reviews fair across multiple client projects

When one person is staffed across several client projects, no single lead saw the whole cycle — each watched a different slice, under a different scope, difficulty and client. A fair review isn't…

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Ratings, no ratings, or both? Choosing a review model

The choice isn't really "ratings vs. no ratings" — it's what decision the score has to support. If a review must calibrate people across leads, defend a promotion, and inform up-or-out and…

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How to cut review busywork so managers focus on the conversation

A review that drags on for weeks is rarely more rigorous — it is mostly operational: chasing inputs, sending reminders, assembling drafts, reformatting. The fix is to strip the busywork out with…

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The review-process maturity model

A review-process maturity model places your process on a ladder of maturity, not a pass/fail grade — and naming your level tells you the single thing to fix next. The rungs run from ad-hoc…

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How to write a review memo that drives growth, not just rates the past

A review memo that drives growth is a forward-looking document, not a verdict on the past. Last period's evidence has exactly one job: to show the person where they stand against a shared bar and…

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How to write a self-review that reflects your real impact

A self-review that reflects your real impact is an evidence-based case, not a modesty contest or a highlight reel. Do three things. Tie each win to an outcome someone actually felt — a client…

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How to remove bias from performance reviews

You can't delete bias from a human judgment — but you can sharply reduce and contain it by design. Removing bias from reviews isn't an awareness workshop or a nicer form; it's engineering the…

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How to combine feedback from leads and peers into a fair growth picture

Combining feedback from several leads and peers isn't about averaging their scores or reconciling a single rating — it's about turning multiple credible viewpoints into one honest, evidence-based…

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What makes a performance review process high-quality?

Review quality doesn't live in the rating scale or the form — it lives in a handful of design choices that hold whatever tool you use. A high-quality process has seven: a shared, explicit standard…

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How to prepare and run reviews for your team (a manager's guide)

A good review is mostly made before the meeting starts. The prerequisite most teams skip is a career framework — a written, shared bar that says, in concrete behaviours, what "good" looks like at…

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