Build Proof, Manage Risk
Document outcomes: reduced latency, fewer incidents, happier users. Include metrics, context, and quotes. Ask collaborators for permission to share. Post a concise thread summarizing impact and invite readers to challenge your methodology respectfully.
Build Proof, Manage Risk
When errors happen, acknowledge, correct, and share lessons. A calm response builds long-term trust. Create a lightweight incident template for public posts, and ask your audience how they prefer to see postmortems structured.
Build Proof, Manage Risk
Disclose sponsorships, affiliations, and constraints from your employer. Add disclaimers to profiles and posts. Ethical clarity protects your brand and your audience. Invite peers to review your disclosure statement and suggest improvements.
Build Proof, Manage Risk
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