Why a company name is not enough
A design note on keeping organization roles attached to projects, and making every result traceable to its evidence.
Writing & notes
Thinking out loud, with evidence.
Notes on research, product decisions and building software. Written from the projects I’m working on.
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Evidence of demand is not an open opportunity
A short note on why historical awards, operating evidence and live procurement belong in different categories.
Keep the evidence beside the score
What Job Copilot makes visible before a user trusts a summary assessment.
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