Designing for outcomes, repair and civic clarity

Happygeneralist is a public thinking space for tools, labs and writing about making complex systems more visible, usable and humane.

Problem impact canvas

A practical, human-centred tool for making sense of complex challenges before rushing into solutions.

Epistemic precision reset

A reset pattern for stripping back flattened AI output and starting from fidelity, visible reasoning and precision.

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Tools

Practical frameworks and reset patterns for making complex work clearer and more usable.

Labs

Applied experiments, prototypes and civic systems work.

Notebook

Working thoughts, observations, fragments and early patterns.

About

The missing vector: design for outcomes, meaning and civic clarity.