03 · Learning District

Learn by making something real.

A complete field library for the moment you are in—from first prompt to dependable launch.

145 entries

Plus 80 questions across six assessment territories

Take the Vibe Check

10 entries found

prompts · Architecture

Advanced

001

The Senior Architect

Hierarchical Reasoning

Forces the AI to Plan before it Acts. Establishes a clear separation between architectural design and implementation details to prevent spaghetti code.

prompts · Style

Intermediate

002

The Clean Coder

Automated Craftsmanship

Based on Robert C. Martin's principles. Enforces naming conventions, function purity, and error handling to ensure professional-grade output.

prompts · Operations

Advanced

003

The Tech Lead

Lifecycle Governance

Manages the integration of features. Focuses on risk assessment, rollback plans, and documentation updates.

prompts · Product

Beginner

004

The Product Manager

Spec Generator

Translates vague ideas ('make it pop') into concrete Technical PRDs. Bridges the gap between Vibe and Code.

prompts · Efficiency

Intermediate

005

The Minimalist

No Yapping

Optimizes the Context Window by stripping away conversational filler. Maximizes signal-to-noise ratio for faster inference.

prompts · Performance

Advanced

006

God Mode / Jeff Dean

Hyper-Competence

A confidence booster prompt. Pushes the model's probabilistic generation toward the most sophisticated, optimized solutions.

prompts · Education

Beginner

007

The Tutor

Learning Accelerator

Transforms the coding session into a masterclass. The AI narrates its logic to help you understand *why* it chose a solution.

prompts · Safety

Intermediate

008

The Junior Dev

Safety Simulation

A psychological hack to enforce human oversight. By framing the AI as a 'Junior', you are primed to review its code more rigorously.

prompts · Security

Advanced

009

The Red Team

Security Auditing

Turns the AI against its own creation. Essential for security-conscious vibecoders to find vulnerabilities before deployment.

prompts · Meta

Advanced

010

The Rule Generator

Meta-Prompting

Use the AI to write the instructions for the AI. Bootstraps new projects by generating custom .cursorrules files.

The guided path

Twelve deliberate steps from premise to practice.

COURSE 0135 min

From itch to useful premise

Find a specific tension worth solving without inflating it into a platform.

Start here

COURSE 0245 min

Write the first honest brief

Name the user, moment, promise, constraints, and proof before choosing features.

Start here

COURSE 0355 min

Design the smallest complete loop

Identify the one journey that must feel whole in version one.

Builder

COURSE 0440 min

Prompt like a product designer

Use context, constraints, states, and acceptance criteria to generate stronger work.

Builder

COURSE 0560 min

Model data without drama

Turn screens and actions into durable entities, relationships, and permissions.

Builder

COURSE 0630 min

Make auth feel intentional

Choose what stays public and ask people to sign in only when value is clear.

Builder

COURSE 0750 min

Debug the actual system

Move from symptom to reproduction, boundary, evidence, and smallest safe fix.

Builder

COURSE 0845 min

Accessibility as architecture

Build keyboard paths, semantics, contrast, motion choices, and useful errors early.

Ship well

COURSE 0940 min

Security for generous people

Threat-model accounts, data access, uploads, public links, and AI input.

Ship well

COURSE 1035 min

Onboarding without a tour

Help users reach a meaningful result before explaining the whole product.

Ship well

COURSE 1130 min

Ship a field test

Recruit a small audience, watch reality, and preserve a clean path back.

Ship well

COURSE 1245 min

Read what the build is telling you

Use support signals and behaviour to decide what to remove, repair, or deepen.

Keep going

Field note

The first version should prove a relationship

Not a feature count. Prove that a particular person, in a particular moment, gets a result they value.

Prompt pattern

Ask for states, not just screens

For every screen, name empty, loading, error, success, and permission-denied states.

Trend watch

Small software is becoming social infrastructure

The strongest new tools often serve a bounded community better than a universal audience.

Glossary

Progressive disclosure

Showing the essential controls first and revealing complexity only when it becomes useful.

Repair note

Reproduce before you rewrite

Capture the exact path, inputs, account state, device, and observed output before touching code.

Launch note

A launch is a promise under traffic

Test the promise: can a new person understand, trust, use, and recover from the product?