How AI Automation Is Quietly Eating Operations Work
LLM-powered automations are moving from demos to production. Here's what we're seeing across roofing, clinics and SaaS teams shipping AI workflows that actually stick.
Daily coverage of AI, SaaS, automation, CRM systems and startup engineering — written by builders for builders.
LLM-powered automations are moving from demos to production. Here's what we're seeing across roofing, clinics and SaaS teams shipping AI workflows that actually stick.
Off-the-shelf CRMs work — until they don't. Here's how we design custom CRM systems that match a real sales process, automate the boring parts, and stay out of the way.
Multi-tenant SaaS used to mean hard tradeoffs between isolation, cost and complexity. In 2026, the playbook is clearer. Here's how we architect SaaS products that scale without rewrites.
For roofing, clinics, construction and real-estate businesses, lead management is revenue. Here's the stack we keep coming back to — and the automations that make it work.
Vertical AI, AI-native CRMs, programmable infrastructure and the quiet rise of single-founder SaaS — the trends shaping how startups will build and scale this year.