Lessons from shipping AI products. Practical, opinionated, and based on real projects.
A practical architecture guide for engineering teams building ESG data infrastructure. Covers ingestion, normalization, emission factor calculation, audit trails, and the tradeoffs between build vs buy.
Hiring an AI developer vs. using an AI agency for startups: a direct cost, speed, and risk comparison from people who've done both sides of the table.
A step-by-step guide on preparing for your first SOC2 audit. Gain actionable insights on what auditors look for and how to ensure compliance with efficiency.
A detailed breakdown of what SOC2 actually costs — auditor fees, tooling, internal time, and hidden expenses. Honest comparison of DIY, compliance consultants, and hands-on implementation services.
Founders often confuse ESG, CSR, and sustainability reporting. This guide decodes the terminology, maps the major frameworks (GRI, SASB, TCFD, ESRS), and explains what investors actually want to see at each funding stage.
A transparent breakdown of what SOC2 compliance actually costs in 2026 — auditor fees, platform costs, engineering time, and the hidden costs most guides don't mention. Includes DIY vs compliance platform vs managed service comparison.
A 4-person AI/ML startup needed to demonstrate security posture before attracting investors. With a new platform handling sensitive data, we built the security foundation and ensured SOC2 compliance in just 3 weeks.
A technical guide to CSRD compliance for technology companies in 2026 - who is in scope after the Omnibus revision, ESRS reporting requirements, penalties, and a practical preparation roadmap.
The sprint methodology 100x Engineering uses to ship production-ready AI MVPs in 21 days — what we build, what we skip, and why the constraint works.
A practical decision framework for early-stage startups choosing between SOC2 and ISO 27001. Covers what each certification actually proves, who requires it, cost, timeline, and how to decide without wasting six months on the wrong one.