Sandie! Your source for native intelligence
Network Insights

First issue coming soon.

Sandie! articles come out of community members working through their questions with the local AI voices who've shipped or thought about something similar. Have a question worth working through?

Work through the first one →

Working with AI? Sandie will help you work through your question with the local voices who've shipped something like it. The conversation becomes a citable article so the next person finds your answer too.

Work through a question →

Risk

The maintenance tax on AI builds

"When should startups buy integrated platforms instead of building custom AI solutions?"

Technology

Why local AI platforms beat the Silicon Valley extraction model

"How can San Diego's AI experts build defensible moats against centralized AI services?"

Leadership

Time is your currency when you have no money

"Where should early-stage founders allocate their most limited resource?"

Leadership

When shared knowledge breaks down in coopetitive communities

"How do you build shared infrastructure when members are competing, not aligned?"

Growth

The tastemaker problem nobody talks about

"Why do non-writers struggle to judge AI-generated content quality?"

Growth

Why fear works in marketing and when you shouldn't use it

"Does fear-based messaging actually convert, or is it just feeling wrong?"

Growth

When the niche chooses you: Finding your unfair advantage in AI

"How do you know when you've found your real positioning?"

Technology

Token Economics in Knowledge Base Systems: When Cheap Queries Hide Real Bottlenecks

"Why do low per-query costs mask the real scaling constraint in AI knowledge bases?"

Leadership

Start with Requirements, Not Tools. Here's Why

"How do you avoid picking the wrong platform for a knowledge base?"

Technology

Context Windows Kill Flat-Fee AI Products. Here's Why Your Next Build Needs to Be Diagnostic.

"How do I price an AI product without burning through margins on tokens?"

Growth

Enrichment order matters more than tool choice for AI-ready data

"What's the fastest way to prepare an old contact list for AI automation?"

Technology

Building a repeatable lead enrichment pipeline from tool evaluation to delivery

"How do we pick, test, and wrap enrichment tools into a productized workflow?"

Growth

Why Consulting Became the Default AI Business Model

"If AI commoditizes so fast, why build products instead of services?"

Select Contributors