Reusable thinking
Frameworks
Tools I keep reaching for, drawn as schematics rather than bullet lists. Each turns something I figured out the hard way into something you can apply again.
FRAMEWORK 01
The Trust Triangle
A data system is trusted only when accuracy, explainability, and security hold at the same time. Drop any one corner and trust collapses to zero.
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The BI Usefulness Test
A dashboard is useful only if it survives the full chain: a real decision, a real user, a possible action, an explanation, a drill-down, and a fit with how work actually happens.
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The Architecture Pressure Test
A design is only as good as its behavior under the stress vectors that will actually arrive: load, change, failure, scale, people, and time.
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The Practical AI Adoption Ladder
Useful AI is adopted one rung at a time — assist, explain, automate, coordinate, govern — and trust at each rung is what earns the right to climb to the next.
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The Customer Impact Filter
Every technical decision sorts people into two streams: who benefits, and who absorbs the friction. Good systems make that sorting visible and deliberate.
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The Visibility Loop
Hidden work stays hidden unless it's deliberately turned into reusable thinking — which makes the next round of work visible, and the loop compounds.
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