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This article offers a transparent, co-authored account of learning, practicing, and defending portraiture as a humanizing methodology for documenting “gradient voices” in education—voices shaped by layered identities and by shifting political and institutional conditions that increasingly police belonging and define what counts as rigorous knowledge. Drawing on our portraiture-based dissertations and the collaborative relationship that emerged between them, we place portraiture texts in dialogue as objects of inquiry, asking how one portraiture project illuminates another and how methodological understandings accumulate across positionalities. We describe key stages of portraiture fieldwork and interpretive rendering, including recruitment as relational negotiation, the use of interviews, fieldnotes, and policy artifacts, and writing as the primary analytic practice. Across our contrasting contexts—raciolinguistic teacher education research in Arizona and pandemic-era teacher preparation during COVID-19—we show how portraiture holds contradiction, movement, and “goodness” without flattening experience into decontextualized themes. We argue that portraiture expands prevailing definitions of rigor by foregrounding ethical representation, reflexivity, and accessibility, and we conclude with implications for graduate researchers and journals seeking methods that honor complexity while remaining accountable to the communities whose lives and voices are most often constrained.