Family doctors often feel overwhelmed by guidelines and new studies, yet under-supported in translating evidence into everyday decisions. To address this, the “Golden Nuggets of Family Medicine”, a micro-learning newsletter was created that offers 2-minute, evidence-based updates for GPs (on family-medicine.org).This practice-based reflection draws on the first two years of the initiative. Each Nugget starts from a concrete clinical question raised in practice or by colleagues. We conduct a focused search of major journals and guidelines, appraise research studies, and present absolute effects and uncertainties in plain language. Drafts are shortened, structured into key messages, and checked by at least one GP colleague for realism and readability before distributed as an open-access emails and PDFs.Golden Nuggets combine rigorous evidence curation with focused brevity, understandable numbers and independence from industry funding. The format is “by GPs, for GPs”, with readers’ questions, critiques and topic suggestions shaping future issues and skills-focused Nuggets.By end-2025, after 1.5 years, the newsletter had attracted over 5,000 subscribers in more than 80 countries, largely through word of mouth. Readers report using Nuggets to prepare teaching, question guideline recommendations and discuss options with patients. The project also enabled a global survey of 468 GPs, showing how a simple newsletter can seed wider professional development and global collaborations.The initiative exposes tensions between trial evidence and overtreatment, between guideline enthusiasm and modest effect sizes, and between being understandable and oversimplification. Naming these tensions appears to validate the uncertainty inherent to family medicine and supports more reflective shared decision-making.A curated, GP-led micro-learning newsletter can make evidence feel more accessible, trustworthy and clinically useful. The Golden Nuggets model is transferable and could be adapted by other primary care networks to support continuing education and practice-relevant research.