// No Fluff. No Recycled Content.
ALL SIGNAL.
NO NOISE.
Real patterns from real production builds. One deep-dive per week. Everything is free โ the Member tier just goes deeper.
FAQ
QUESTIONS.
Is the $97/yr really cancel anytime? โ
Yes. Cancel from your account settings and your access continues until the end of the billing period. No cancellation fees, no questions, no dark patterns.
What level of developer is this for? โ
Intermediate to senior. You should be comfortable with Python and have built something with an LLM API before. This is not a "getting started with AI" resource โ it's for people who already know the basics and want production-grade patterns.
What's in the member-only posts that isn't in the free ones? โ
The free posts cover the pattern and the core concepts. The member posts go into full implementation detail: architecture decision records, the mistakes made before the final version, annotated code with full context, and build logs from real client projects where the stakes were real.
Are the OSS repos actually maintained? โ
Yes. They're all used in active projects โ either mine or client work through Aether Neural. When the upstream libraries change or when I find a better pattern, the repos get updated. Issues and PRs are reviewed weekly.
Can I get a refund? โ
If you join and the content isn't what you expected in the first 30 days, email me and I'll refund you. Simple as that.