Pricing validation

Learn the concepts free. Pay for engineering capability.

AhaFrame is testing a lower-friction paid layer around failure simulations, production labs, build projects, and evaluation. No payment is collected in this MVP.

Free

Build the mental models before paying for anything.

$0 / forever

Core interactive mental models
Foundational simulations
Public concept guides
Local progress tracking
Rotating production-lab previews

Try Evaluation Failure Lab

Recommended hypothesis

AI Engineer Foundations

A focused path from understanding to production intuition.

$49 / one-time concept

12 interactive engineering labs
Failure simulations
3 build projects
Evaluation challenges
Lifetime access to the Foundations track

I’d consider $49 once

Future hypothesis

Production Labs

For a larger, continuously growing advanced lab library.

$12 / month concept

Everything in Foundations
Ongoing production scenarios
Advanced compare / replay workflows
Saved experiments when accounts launch
Live-model credits only when enabled

I’d consider $12/month

What are you paying for?

Capability	Free	Foundations	Production Labs
Mental models + concept guides	✓	✓	✓
Foundational simulations	Selected	All	All
Failure simulations	Preview	✓	✓
Build projects + evaluation	—	✓	✓
Growing production-lab library	—	—	✓

Development sequence

⌕

RAG Failure Lab
Break retrieval, tune it, compare it.

Available

⌘

Agent Reliability Lab
Retries, limits, validation, safety, cost.

Available

✓

Evaluation Failure Lab
Dataset coverage, regressions, vetoes, evidence, release gates.

New

▱

Context Compression Lab
Token savings, retained evidence, retrieval, memory trade-offs.

◎

Optional accounts
Only when Save / Purchase / Live Mode needs identity.

Later

Help validate the paid layer.

Choose the offer you would realistically consider. This records intent only; no charge is made.

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