Essays & insights on ai & technology.
Your AI agent is an employee with root access and no manager. The Five Gates framework shows builders how to close the agent identity gap before it leaks.
Most AI products ship on vibes and break in production. The Evals Playbook is the 5-layer pyramid that lets solo founders measure what they ship.
Token prices keep falling. Your AI bill keeps climbing. The Context Engineering Playbook is the discipline that decides which AI products survive the math.
Most AI agents work in a demo and break in production. The Production Gap framework shows builders the four reasons agents fail and how to ship reliable ones.
Most AI data moats are a story founders tell themselves. The Data Moat Ladder shows the 5 rungs of real defensibility and how to build one that actually holds.
Prompt engineering is product architecture, not wordsmithing. The 5-layer stack that keeps AI products from breaking when the model or the inputs change.
A builder's playbook for open source AI revenue in 2026: the Give-Away/Keep Matrix, real numbers from Mistral, HuggingFace, DeepSeek, and what works for solo founders.
How AI founders are turning compliance into a moat in healthcare, legal, finance, defense, and insurance. Real ARR numbers and the build sequence.
Most AI infrastructure money flows to hyperscalers. Here is the picks-and-shovels map for indie builders, with sub-niches platforms cannot eat.
Vertical AI SaaS is growing 3x faster than horizontal software. The full playbook on picking an industry, building defensibility, and reaching $100M ARR.
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