MAINLOOP ACADEMY

Learn to make.

Learn game design through guided practice. Choose a skill to work on, follow exercises backed by sources, and check your results against clear criteria. Academy adapts the learning path to your experience and available time.

Video games are the first category. The system is designed to expand into new technologies.
ACADEMYby Mainloop

Two decisions, not a catalog

From a broad intention to a concrete capability

The entry is simple. The course appears after understanding what you want to do and where you begin.

  1. 01

    Category

    Defines the territory. Initially: video games.

  2. 02

    Focus

    Defines one observable capability inside that category.

  3. 03

    Loop

    Organizes practice, sources, materials, support, and validation around your outcome.

One shared framework

The how changes. Rigor does not.

Each person gets a different path, while every learning experience crosses the same pragmatic, testable cycle.

  1. 01Hypothesis

    Turn intention into a prediction that can fail.

  2. 02Build

    Produce the minimum test that isolates the central decision.

  3. 03Observe

    Separate what happened from what you interpret.

  4. 04Explain

    Rebuild the principle in your own words and find the gaps.

  5. 05Transfer

    Apply the capability to a variation you have not rehearsed.

Base Loop

Try it without paid AI

Reviewed presets with deterministic variants based on experience and time. They keep sources, practice, materials, and validation without generative personalization.

Available without an Academy subscription

Adaptive Academy

A path that learns with you

AI generates and recalibrates the Loop from your outcome, preferences, time, and evidence. It includes experts, text, and real-time voice within clear limits.

US$14.99 per month · 100 complexity-weighted AI units · 45 voice min

Grounding engine

Principles before shallow content

Knowledge is organized by topic and reused across Loops. The same material is not synthesized for every user, and an answer is not accepted merely because it sounds convincing.

01

Topic

The reusable unit that keeps knowledge independent from a course.

02

Principle

A claim with scope, limits, known failures, and functional checks.

03

Source

Official documentation, standards, papers, and books with verifiable identity and version.

04

Projection

Only the compatible, current knowledge required by the present practice.

Synthetic experts

Experts, not generic teachers

Five young, technical personalities intervene differently. They do not compete to speak: the one useful to the current block appears.

Principles

Alma

Makes you explain back until the first causal gap becomes visible.

Prototyping

Vera

Reduces the idea to a fast, runnable test.

Validation

Inés

Looks for the case that refutes your conclusion before accepting it.

Visual systems

Maia

Makes relationships, states, and hard-to-reason feedback visible.

Shipping

Noa

Adds a useful constraint that turns progress into something finished.

Evidence-based validation

Activity does not prove knowledge.

Screenshots, links, files, explanations, and outcomes are tested against observable criteria. The profile grows when a capability is demonstrated and can transfer.

Badges and milestones represent evidence, complexity, and autonomy—not time spent sitting.

One clear subscription

More adaptation when you need it

Base Loops remain available without paid AI. Academy AI adds generation, conversation, and adaptation to every experience.

Monthly plan

Academy AI

US$14.99per month

  • Complete Loop generation and adaptation based on your outcome, experience, and evidence
  • 100 monthly AI units for generation, adaptation, and follow-up questions
  • 45 monthly minutes of real-time voice mentoring
  • Generated Loops remain fully navigable after your monthly AI allowance is used

AI consumption reflects the actual work: a short Loop may use one unit, while a long or complex Loop may use several.

Activate Academy AI

FAQ

Frequently asked questions

Does Academy offer a traditional course catalog?

Not as the primary entry. You choose a category and focus; one Loop is then built around a concrete capability. Base presets let you try the system without paid AI.

What does the Base Loop include?

A reviewed, deterministic variant with sources, materials, practice, learning cycle, and validation criteria. It does not include AI generation or recalibration.

Are there several Academy plans?

No. Academy has one paid monthly subscription. It unlocks adaptation, experts, and real-time conversation within explicit monthly limits.

How does Academy avoid teaching incorrect information?

Content is projected from topic collections with principles, canonical sources, versions, expiry, and functional checks. A conflicting or stale source blocks use until review.

How does Academy validate that I actually learned?

Through practice and evidence tested against observable criteria, explanation, and transfer. Claiming a skill only helps choose an initial diagnostic.

Can I learn by speaking?

The subscription includes written and real-time voice conversation. Intervention remains bounded to the context, criteria, and sources of the current Loop.

MAINLOOP ACADEMY

Choose a capability. Build the proof.

Academy turns your outcome into a system for learning by making.

Start in Academy