Roadmaps
Each roadmap lists the five levels of one series in order: the workflow you get, what it costs and where to buy it. Start with the free L0 and stop at the level where the job is done.
S1 · AI-Native QA & SDET
QA engineers, SDETs and developers who own failing or flaky tests, and leads who now have to test AI features as well.
Free start: Failure Evidence Triage Workflow. Five levels, free to $149.
S2 · AI Evaluation & Reliability
Engineers, QA leads and AI owners who have to decide whether an LLM or RAG feature behaves well enough to ship.
Free start: LLM Failure Pattern Scan. Five levels, free to $149.
S3 · AI Security Testing
Security-minded QA engineers, developers and security leads who test LLM-enabled systems they are authorized to test.
Free start: Initial LLM Boundary Review Workflow. Five levels, free to $149.
S4 · AI Engineering & Orchestration
Developers, tech leads and engineering managers who let AI agents touch code, tools and delivery pipelines.
Free start: Engineering Context Map. Five levels, free to $149.
S5 · AI for Work & Business
Professionals, team leads and business owners who repeat research, decisions and routines and use an AI assistant for them.
Free start: Work Problem Framing. Five levels, free to $149.
Not sure yet?
The workflows page puts the five series side by side with sample reports, short videos, the terms and answers to the questions buyers ask first.
Every series has the same five levels and the same prices: L0 FREE, L1 START $19, L2 UNDERSTAND $49, L3 APPLY $99 and L4 SCALE $149, each paid once in our store. Each level includes the ones before it, so L4 SCALE is the complete series. What you paid for any lower level of the same series counts toward any higher level (L1 START at $19 makes L4 SCALE cost $130). Paid levels carry a 7-day money-back guarantee. L0 and L1 are also on Gumroad.