Should Economics Be Taught Through Real-World Simulations?

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WatchMakingWebsite · in Economic Roundtable
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WatchMakingWebsite's Avatar
#1

Should Economics Be Taught Through Real-World Simulations?

Economics can be difficult to understand when students only see definitions, charts and equations.

But what happens when students are actually asked to make the decisions themselves?

A useful classroom or homeschooling activity could place students in charge of a fictional central bank during an economic crisis.

Students could be given changing information such as:

  • Inflation rising from 2% to 6%

  • Unemployment beginning to increase

  • Consumer spending falling

  • House prices weakening

  • Businesses reducing investment

  • Energy prices suddenly rising

  • Government borrowing increasing

The student or group would then have to decide whether to:

Raise interest rates, cut interest rates, leave rates unchanged, or introduce another policy response.

After every decision, the teacher could reveal the next stage of the simulated economy and show the possible consequences.

For example, raising rates may help reduce inflation but could also weaken borrowing, investment and employment.

Cutting rates may support economic activity but could risk keeping inflation higher for longer.

The purpose would not be to find one "perfect" answer.

Instead, students would learn one of the most important lessons in economics:

Economic policy usually involves trade-offs.

Suggested Classroom Activity

Split students into small groups and make each group a fictional central-bank committee.

Give them the same economic data.

Each committee must decide:

  1. What is the biggest economic problem?

  2. Should interest rates rise, fall or stay the same?

  3. What evidence supports the decision?

  4. What could go wrong?

  5. Which groups in society might benefit or lose from the decision?

Each group then presents its decision before seeing what happens in the next stage of the simulation.

Discussion

Should economics education include more decision-making simulations, debates and real-world scenarios rather than relying mainly on textbooks and worksheets?

Could activities like this help students understand why central-bank decisions on inflation, employment and interest rates are often far more complicated than they first appear?

What other real-world economic situations would make good classroom simulations?

WatchMakingWebsite's Avatar
#2

Would anyone here like me to try make a actual simulator for this, but I will need input from the best who also knows their stuff (not the development the actual input and output of the simulator)?

I think I could actually make something.

Last edited by WatchMakingWebsite

WatchMakingWebsite's Avatar
#3

The briefing (Plan - what done so far and in the making): a classroom activity where small groups act as a fictional central-bank committee during an economic crisis. They get changing data (inflation 2%→6%, rising unemployment, falling spending, weak house prices, lower investment, an energy shock, rising government borrowing), decide whether to raise, cut or hold rates or use another tool, present their reasoning, then see the consequences. The lesson is that policy involves trade-offs, not that one answer is right.

The target is a browser game that is secure, bug-free as far as tests can show, and SQL-efficient. Constraints for this plan:

C:\Users\Dell\Desktop\econmics sim is empty. There is no existing code to reuse.

PHP, Composer and MySQL are not installed. Node 22 and Git are. Nothing can be run or tested until the runtime exists.

Decisions confirmed with the user:

Runtime: Laravel Herd.

Players: teacher-led classrooms. Teachers have accounts. Students join with a class code and a nickname, and no personal data is collected.

Database: MySQL 8 / MariaDB.

Honest scope note: "no bugs" can't be guaranteed by anyone. What the plan guarantees is a measurable definition of done. A single command (composer verify) runs style, static analysis at max level, the full test suite, dependency audits and query-plan checks. Browser end-to-end and load tests, plus a security review, run on top of that (see Verification).

1. Design decisions (defaults I chose; each is easy to reverse)

Framework Current Laravel release supporting PHP 8.4 (verify with composer create-project at build time; 12.x or newer) Don't hard-code a version I can't check today

Front end Blade + Alpine.js + Tailwind (Vite) + Chart.js bundled locally Server-rendered means a small XSS surface. No CDN, no third-party trackers or fonts, which matters for minors

Teacher auth Laravel Fortify (headless) + our own Blade views Registration, login, reset, email verification, TOTP 2FA and throttling are already built and maintained. Hand-rolled auth is where bugs live

Student auth Class code + nickname → server-side session (student_id), session ID regenerated on join No passwords, no email, no custom crypto

Live updates Polling (ETag/304, version counter, jittered 4–5 s, paused when the tab is hidden) PHP-FPM can't hold SSE or WebSocket connections cheaply. An event seam leaves room to add Reverb later

Economies One economy per group, with shared scripted shocks Groups get identical data and identical news. Differences come only from their decisions, so the teacher can compare divergence

Scoring No leaderboard or single "winner" score. A trade-off scorecard against mandate targets, with comparison visible only if the teacher enables it It supports the "no perfect answer" lesson and avoids shaming students

Randomness None in the engine. Shocks are scripted per stage Reproducible, testable, fair

Numbers Fixed-point integers (1 unit = 0.01 pp; indices ×100) No float drift, no NaN, deterministic across machines

Tests Pest + Larastan (max) + Pint + Playwright (Node is installed) Cover logic, types, style and real browsers

DB portability MySQL 8.x primary, utf8mb4_unicode_ci and only common-subset SQL, so MariaDB 10.6+ works on a best-effort basis Avoids utf8mb4_0900_*, which MariaDB lacks

Last edited by WatchMakingWebsite

MoneyMan's Avatar
#4

This is an interesting idea. Not sure I could make something like this that works though.

Did you come up with this idea?

MoneyMan's Avatar
#6

Well that would be interesting. I never really thought about this. It could be cool.

WatchMakingWebsite's Avatar
#7

Should I make it for actual schools or dedicated for your site?

Content rules (a kids' game must be safe): no chat, no student-to-student messaging, no links, no images, no file uploads. Free text is visible only to the teacher and, at reveal, optionally to the class. Teachers can hide a response, rename or remove a student, and reset the join code.

Or should I make it a full blown browser real world simulator with everything being like the person who runs everything? and have it open to messaging, links, images, ect.

MoneyMan's Avatar
#8

Well we could start with just for the site first. If it works well, maybe expand it.

WatchMakingWebsite's Avatar
#9

On Sep 26, 2026, MoneyMan said:

Well we could start with just for the site first. If it works well, maybe expand it.

When you have got some free time Plan/wrtie/brainstorm about a browser based game you would like to see, based around what your doing, and I will make it happen for you.

If it makes money from ads or subscriptions, in-game purchases (if we have p2w) or if we do properly and have it professional with no p2w just a premium subscription and ad revenue.

I could actually make anything you can think of! Just make a exact plan you would like to see, and I will put it with my plan and combined the two, then we go 50/50 on any cost/profit, I do not mind if the money goes to you so you know you can trust me.

We split after we pay for the domain and monthly VPS cost each month & the web control panel cost after that we make sure we have some reserve to pay for the cost of yearly domain and monthly VPS cost.

If you ever wanted this to come alive let me know.

Ricardo

Last edited by WatchMakingWebsite

WatchMakingWebsite's Avatar
#10

Right you rest and recover, let me know what your going through I lend eyes and give you words of encouragement to make you feel 100x times better than you feel right now.

heres the plan:

1. Design decisions (defaults I chose; each is easy to reverse)

Area

Choice

Why

Framework

Current Laravel release supporting PHP 8.4 (verify with composer create-project at build time; 12.x or newer)

Don't hard-code a version I can't check today

Front end

Blade + Alpine.js + Tailwind (Vite) + Chart.js bundled locally

Server-rendered means a small XSS surface. No CDN, no third-party trackers or fonts, which matters for minors

Teacher auth

Laravel Fortify (headless) + our own Blade views

Registration, login, reset, email verification, TOTP 2FA and throttling are already built and maintained. Hand-rolled auth is where bugs live

Student auth

Class code + nickname → server-side session (student_id), session ID regenerated on join

No passwords, no email, no custom crypto

Live updates

Polling (ETag/304, version counter, jittered 4–5 s, paused when the tab is hidden)

PHP-FPM can't hold SSE or WebSocket connections cheaply. An event seam leaves room to add Reverb later

Economies

One economy per group, with shared scripted shocks

Groups get identical data and identical news. Differences come only from their decisions, so the teacher can compare divergence

Scoring

No leaderboard or single "winner" score. A trade-off scorecard against mandate targets, with comparison visible only if the teacher enables it

It supports the "no perfect answer" lesson and avoids shaming students

Randomness

None in the engine. Shocks are scripted per stage

Reproducible, testable, fair

Numbers

Fixed-point integers (1 unit = 0.01 pp; indices ×100)

No float drift, no NaN, deterministic across machines

Tests

Pest + Larastan (max) + Pint + Playwright (Node is installed)

Cover logic, types, style and real browsers

DB portability

MySQL 8.x primary, utf8mb4_unicode_ci and only common-subset SQL, so MariaDB 10.6+ works on a best-effort basis

Avoids utf8mb4_0900_*, which MariaDB lacks


2. Game design (what the players experience)

Roles: Teacher (registered) → Classroom → Groups (committees) → Students (nickname only).

Stage loop (per classroom, driven by the teacher; 8 stages by default, configurable 6–10):

  1. Open

    • Groups see the briefing (news), the indicator dashboard with history and targets, and the decision form.

    • Members deliberate and submit the five structured questions:

      • Biggest problem (enum).

      • Rate decision (raise, cut or hold, with an allowed size).

      • Optional second tool (short bullets below).

      • Evidence.

      • What could go wrong.

      • Who benefits and who loses.

  2. Locked — the teacher locks submissions. Groups present aloud to the class before seeing consequences, exactly as in the brief.

  3. Revealed — the teacher reveals the results.

    • The engine computes each group's next economy.

    • Each group sees its own outcome with a "why this happened" breakdown and the trade-off explanation.

    • Discussion prompts appear.

  4. Next stage — the teacher advances. After the last stage the game moves to a debrief (per-group trajectory, decisions and rationale; printable and CSV export).

The teacher can reopen a locked stage before revealing, to recover from mistakes. After a reveal it is final.

Policy tools (fixed enums, not free text):

  • Rate: raise / cut / hold, in steps of 25, 50 or 100 bp. The rate floors at 0% and is capped at 15%; students are told when a clamp applies.

  • One optional second tool:

    • QE

    • QT

    • Hawkish or dovish forward guidance

    • Macroprudential tighten or loosen (targets housing credit)

    • Emergency liquidity facility

Indicators (state):

  • Visible: inflation, unemployment, GDP growth, consumer spending growth, house price change, business investment growth, energy price change, government borrowing (% GDP), policy rate.

  • Also tracked: inflation expectations, financial stress, balance-sheet size, and a 3-slot lag pipeline.

  • The pipeline makes "policy works with long and variable lags" a real mechanic.

Scenarios (seed data, validated on load):

  1. The Inflation Squeeze, straight from the brief: inflation 2%→6%, an energy shock, weakening housing and investment, rising borrowing.

  2. The Housing Slump, which stresses financial stability and the case for macroprudential tools.

  3. Stretch, from the brief's discussion question: Deflation Trap, Currency Crisis, Supply-Chain Shock.

    • The format is data-driven, so adding one means adding a file, not code.

Scenario definition: the start state, the shock per stage, the briefing text and the discussion prompts. Each file is checked by ScenarioValidator: contiguous positions, values within bounds, non-empty text.

Content rules (a kids' game must be safe): no chat, no student-to-student messaging, no links, no images, no file uploads. Free text is visible only to the teacher and, at reveal, optionally to the class. Teachers can hide a response, rename or remove a student, and reset the join code.


3. Economy engine (highest-risk logic → built and tested first)

App\Domain\Economy\EconomyEngine::step(EconomyState, PolicyDecision, StageShock, EconomyParameters): StepResult

  • A pure function with no I/O, no clock and no randomness. All coefficients live in one versioned EconomyParameters file.

  • Reduced-form and deliberately simple:

    • Real-rate channel into spending, investment and housing, each with a different sensitivity and lag.

    • Phillips-style inflation (expectations + demand pressure + energy pass-through + persistence).

    • Okun-style unemployment.

    • Expectations that de-anchor if inflation stays above target while policy is loose.

    • Government borrowing with automatic stabilisers and rising interest costs.

    • Financial stress that amplifies downturns. QE and liquidity reduce it, and fast hikes raise it.

  • Every variable is clamped to a plausible range, so there are no runaway or absurd states.

  • Returns a StepResult:

    • The new state.

    • A list of Effect{indicator, delta, driver}, which the UI turns into sentences such as "Higher rates cut spending growth by 0.6 pp, spread over 3 stages".

    • A hidden-variables snapshot.

  • Ships with a model card (docs/MODEL.md, shown to students at debrief) stating that this is a simplified teaching model, not a forecast.

Tests that encode the lesson (property-style, seeded loops):

  • Determinism: same inputs give the same output.

  • Bounds: every output stays in range, including extreme inputs and 1,000-step random walks.

  • Trade-off monotonicity from a canonical state:

    • A bigger hike gives lower inflation at t+2 and higher unemployment.

    • A cut gives the opposite, and de-anchors expectations if kept up.

    • A hold equals a zero-delta decision.

  • Floors and caps: the rate floor and cap are respected.

  • Rounding: the fixed-point helper rounds half away from zero, with no overflow.

  • Regression: each seeded scenario, replayed with fixed policy paths (always hold, always hike, always cut), matches recorded snapshots.


4. Data model (MySQL, InnoDB, utf8mb4)

Status and phase columns are TINYINT UNSIGNED cast to backed PHP enums, not MySQL ENUMs, so they are smaller and easier to migrate. Foreign keys use ON DELETE CASCADE, so deleting a classroom is one statement. CHECK constraints add DB-level defence in depth (e.g. current_stage >= 0, rate range).

Table

Key columns

Indexes / notes

users (teachers)

name, email, password, email_verified_at, 2FA columns

UNIQUE(email)

scenarios

slug, title, summary, initial state (typed SMALLINT columns), stage_count, version, is_published

UNIQUE(slug)

scenario_stages

scenario_id, position, title, briefing, shock columns, discussion_prompts

UNIQUE(scenario_id, position)

classrooms

teacher_id, scenario_id, name, join_code CHAR(8) (ascii_bin), status, current_stage, stage_phase, version (bumped on every change), join_open, show_comparison, finished_at

UNIQUE(join_code), (teacher_id, status, created_at), (status, finished_at) for pruning

groups

classroom_id, name, slot

UNIQUE(classroom_id, name)

students

classroom_id, group_id, nickname (utf8mb4_unicode_ci), last_seen_at

UNIQUE(classroom_id, nickname) (case- and accent-insensitive, which blocks look-alike impersonation), (classroom_id, group_id)

decisions

group_id, classroom_id (denormalised), stage_position, biggest_problem, action, rate_bps, second_tool, evidence, risks, winners_losers, submitted_by, revision, is_default, hidden_by_teacher

UNIQUE(group_id, stage_position), (classroom_id, stage_position) for the "who has submitted" count

group_states

group_id, stage_position, typed indicator columns, pipeline JSON, effects JSON

UNIQUE(group_id, stage_position). Position 0 is the start state and position s is the outcome of stage s

activity_log

classroom_id, actor, event, meta JSON

(classroom_id, created_at). No raw student IPs are stored

Laravel standard

sessions, cache, jobs, failed_jobs, password_reset_tokens

Standard indexes

Note on composite PKs: InnoDB would cluster time-series rows better with a composite primary key. But Eloquent handles composite PKs poorly, and at classroom scale (≈30 students × 10 stages) the gain is negligible. I use a surrogate id plus a composite UNIQUE index, trading a tiny theoretical speed-up for fewer bugs.

SQL optimisation plan (where the real cost is)

  1. Polling is the hot path. Roughly 30 students at one request per 4–5 s is 6–7 req/s per classroom.

    • Each poll does one PK lookup: SELECT version, status, current_stage, stage_phase FROM classrooms WHERE id = ?.

    • The client sends If-None-Match: "<version>" and the server returns 304 with no body and no rendering. The full state is loaded only when the version changes.

    • Sessions write on every request. Production therefore uses the Redis session and cache drivers where available, with database as the documented fallback. I'll document the capacity math and load-test it.

  2. Reveal is a constant number of queries, whatever the group count.

    • One transaction; SELECT … FOR UPDATE on the classroom row.

    • Two whereIn reads (latest states and decisions), the engine runs in memory, then one multi-row INSERT of new states and one conditional UPDATE.

    • A test asserts the query count is independent of group count.

  3. No N+1. Model::preventLazyLoading(), preventSilentlyDiscardingAttributes() and preventAccessingMissingAttributes() are on outside production, and the test suite runs with them on, so any lazy load fails a test.

  4. Cache static content. Scenarios and stages use Cache::rememberForever("scenario:{id}:v{version}"), invalidated by the version bump.

  5. Select only needed columns. The poll and dashboard queries are covering-index friendly.

  6. PDO options: ATTR_EMULATE_PREPARES=false (real server-side prepares), strict SQL mode, and UTC.

  7. Bulk work (prune, export) uses chunkById() and cursor(), never ->get() on big sets.

  8. A test EXPLAINs the ~8 hot queries and asserts an index is used (key IS NOT NULL, no full scan).

  9. Deadlock discipline: always lock the classroom row first, then children in id order, wrapped in DB::transaction($fn, attempts: 3).


5. Classroom state machine and concurrency

  • Lobby → Running(Open ⇄ Locked → Revealed → next Open …) → Finished. reopen is only allowed from Locked.

  • Every transition is a compare-and-swap: UPDATE classrooms SET stage_phase=?, version=version+1 WHERE id=? AND current_stage=? AND stage_phase=?

    • 0 rows affected means the state was stale, and the response is 409 with a clear message.

  • Double-click and two-tab safety on Reveal comes from three layers:

    • The row lock.

    • The CAS check.

    • UNIQUE(group_id, stage_position) on group_states as the final safety net.

  • Decisions: members edit one shared row per stage until it locks.

    • Saves are upserts with an optimistic revision.

    • A stale revision returns 409, so two members can't silently overwrite each other.

    • Submits after Lock are rejected.

  • Groups with no decision at reveal get a default hold, flagged is_default and shown as "no decision submitted".

  • No auto-navigation when the decision form has unsent text. Poll updates re-render the status banner and dashboard only, and a Lock while typing shows a notice without destroying the input.

  • Leak prevention: student JSON is built by explicit allow-list Resource classes (never ->toArray() on a model).

    • Students never see other groups' drafts.

    • Outcomes stay hidden before Reveal.

    • Cross-group data appears only if show_comparison is on.


6. Security plan (OWASP ASVS-oriented)

Authentication and sessions

  • Fortify with Password::min(12)->uncompromised(). The breach check is on in production only, so tests and offline dev don't need the network. Optional TOTP 2FA for teachers, bcrypt cost ≥ 12 (or argon2id).

  • Email verification is required before a teacher can create a classroom.

  • Session cookie: Secure, HttpOnly, SameSite=Lax, short lifetime for students, ID regenerated on login and on join, invalidated on logout.

  • The same browser can hold a teacher session and a student session. Routes are namespaced with separate middleware so they can't be confused.

Authorisation (IDOR is the classic game bug)

  • Teacher routes use Policies (ClassroomPolicy, GroupPolicy) plus scoped route-model binding.

  • Student routes carry no ids for their own data. The group and classroom come from the authenticated student, never from the request.

  • A route-inventory test enumerates every named route and asserts it has the expected middleware stack (auth/student, throttle, verified where relevant). An unprotected new route fails the build.

Input and output

  • declare(strict_types=1) everywhere. FormRequests everywhere, using Rule::enum and cross-field rules (e.g. hold ⇒ 0 bp). Length caps on every text field.

  • Nicknames: NFC-normalised, ^[\p{L}\p{N} _-]{2,24}$, control, zero-width and bidi-override characters rejected (spoofing), plus a config blocklist.

  • Output escaping with Blade {{ }} only. A test fails the build if {!! appears in any view outside a short allow-list. User text renders as plain text (white-space: pre-wrap), with no auto-linking.

  • SQL only via the query builder or Eloquent bindings. A test greps for DB::raw and whereRaw with variables. No file uploads exist at all.

  • Mass assignment: explicit $fillable and Model::shouldBeStrict().

Abuse and brute force

  • Join codes: 8 characters from an unambiguous 32-symbol alphabet, generated with random_int (~1.1×10¹² space). Retry on unique-violation. The code is valid only while join_open. The error is uniform ("invalid or closed code"), with no enumeration.

  • Named rate limiters:

    Limiter

    Limit

    join

    10/min per IP and per code, with escalation

    login

    Fortify defaults (email + IP)

    register

    5/hr per IP

    decision

    30/min per student

    poll

    120/min per session

  • Hard caps prevent resource exhaustion: max groups per class (12), students per class (60), active classes per teacher (20), text lengths.

  • Destructive teacher actions (delete class, kick student) use POST/DELETE + confirmation, and deleting a class requires password.confirm.

HTTP hardening (own middleware, ~40 lines, no extra dependency)

  • CSP with per-request nonce: default-src 'self'; script-src 'self' 'nonce-…'; object-src 'none'; base-uri 'self'; form-action 'self'; frame-ancestors 'none'. Vite wired via Vite::useCspNonce().

  • Strict-Transport-Security (production), X-Content-Type-Options: nosniff, Referrer-Policy: no-referrer, a restrictive Permissions-Policy, and COOP/CORP same-origin.

  • Cache-Control: no-store on authenticated pages and all JSON.

  • CSRF is on for every state-changing route. The fetch helper sends the token from a meta tag. No state change ever happens on GET.

  • Custom 403/404/419/429/500 pages with no stack traces. APP_DEBUG=false in production. Logs never contain request bodies, tokens or passwords.

Privacy for minors

  • No student email, real name or stored IP. No analytics, tracking, or third-party fonts or CDNs.

  • Retention: a scheduled classrooms:prune command hard-deletes classrooms N days (configurable, default 90) after they finish. Teachers can delete a classroom any time.

  • CSV export neutralises formula injection (cells starting = + - @ \t \r are prefixed with ').

Supply chain and secrets

  • Minimal dependencies (Fortify, Pest, Larastan, Pint, Chart.js, Alpine, Tailwind). Lockfiles committed. composer audit and npm audit are part of composer verify.

  • .env is never committed. .env.example has safe defaults. Production runtime DB user has no DDL rights (migrations run under a separate user).

  • A docs/SECURITY.md threat model (STRIDE table) maps each threat to its control and to the test that proves it.


7. Front end

  • Teacher:

    • Dashboard with a class list.

    • Class wizard (name, scenario, groups).

    • Lobby with a large join code and roster.

    • Control panel with a live "N of M groups submitted" tracker and the phase buttons: Lock, Reveal, Next, Reopen.

    • Projector-friendly presentation view.

    • Comparison charts.

    • Debrief with print and CSV.

  • Student:

    • Join (code, nickname, pick a group).

    • Stage screen with briefing, indicator cards (value, arrow, sparkline, target marker) and the decision form.

    • Waiting screen.

    • Results screen with the "why" breakdown.

    • Final debrief.

  • Accessibility (WCAG 2.2 AA): semantic HTML, keyboard operable, visible focus, colour is never the only signal, prefers-reduced-motion, and every chart has a <table> fallback.

  • Language: all strings live in lang/en, so translation is possible later.


8. Build order (each phase ends green before the next starts)

#

Phase

Deliverable

0

Environment (needs the user)

Install Laravel Herd (PHP 8.4 + Composer + Node). MySQL: Herd's free tier has no DB service, so use DBngin (free) or Herd Pro. Confirm php -v, composer -V, MySQL reachable, and extensions pdo_mysql, mbstring, intl, openssl, ctype, tokenizer, xml. Require ext-intl in composer.json so it fails loudly

1

Scaffold and foundation

composer create-project into the project root; strict-models provider; PDO/strict-SQL config; security-headers middleware; Pint + Larastan (max) + Pest wired; composer verify script; CI workflow file

2

Teacher auth

Fortify + Blade views, throttles, 2FA option, policies skeleton; auth feature tests

3

Domain data

Enums, migrations (with FKs and CHECKs), models, factories, casts

4

Economy engine

Fixed-point helpers, engine, parameters, ScenarioValidator, seeded scenarios, full property and regression tests

5

Classroom lifecycle

Actions (CreateClassroom, StartGame, LockStage, RevealStage, AdvanceStage, Finish), CAS transitions, policies, FormRequests, transition and concurrency tests

6

Student flow

Join, decision upsert with revision, resources (allow-list JSON), leak and IDOR tests

7

UI

Blade/Alpine/Tailwind/Chart.js; poller with ETag, visibility pause and dirty-form protection

8

Debrief, export, prune

Debrief report, CSV export (injection-safe), classrooms:prune + schedule

9

Docs

README, MODEL.md, SECURITY.md, TEACHER_GUIDE.md (activity script, the 5 committee questions, discussion prompts, other simulation ideas), DEPLOYMENT.md

10

Hardening pass

Everything under Verification below, then fix findings and re-run

Suggested layout:

app/Enums  app/Domain/Economy  app/Domain/Scenarios  app/Actions

app/Http/{Controllers/{Teacher,Student,Public},Middleware,Requests,Resources}

app/Models app/Policies app/Console/Commands

database/{migrations,factories,seeders} database/scenarios/*.php

resources/{views,js,css} lang/en

tests/{Unit,Feature,Security,Performance,E2E} docs/


9. Verification (the "definition of done")

Automated gate: composer verify must pass

  1. pint --test (style).

  2. phpstan / Larastan at max level.

  3. pest on MySQL 8 (not SQLite, to avoid drift), with strict-model mode on, covering:

    • Engine properties and regressions.

    • Every state-machine transition, including illegal ones.

    • Authorisation matrix (teacher A vs B, student vs other group, before-reveal leaks).

    • Route-inventory middleware test.

    • Validation fuzz (oversize, Unicode tricks, HTML/script payloads rendered escaped).

    • CSRF (419 without token), session regeneration on login and join, security headers present.

    • Rate limiters trigger, and mass assignment is rejected.

    • CSV injection, and the "no {!! in views" and "no DB::raw with variables" guards.

    • Query-count tests for the poll and reveal paths, and EXPLAIN index checks.

  4. composer audit and npm audit are clean.

  5. Coverage target of at least 90% on Domain/Economy and the classroom Actions.

End-to-end and non-functional (run at Phase 10)

  • Playwright full run: a teacher creates a class, three students in separate browser contexts join and submit, then Lock, Reveal and Advance to the end and debrief. Includes an axe-core accessibility scan. (Playwright browser download will be confirmed with you first.)

  • Load test (autocannon): simulate ~300 concurrent pollers. Confirm the 304 path, and record p95 latency and DB queries per request.

  • Manual smoke in the built-in browser at desktop and 375 px mobile widths.

  • Security review of the finished tree with the security-review skill, and a code-review pass. Fix and re-run until clean.

  • Confirm production config: php artisan about, config:cache and route:cache succeed, APP_DEBUG=false.


10. Risks and assumptions

  • Blocked until Phase 0. I can't scaffold or test until you install Herd and a MySQL service. I'll pause and tell you exactly what to install.

  • The economic model is a teaching simplification. It is calibrated so the intended trade-offs appear, and disclaimed as not a forecast.

  • Free-text answers from minors are the main content-safety risk. It is mitigated by teacher-only visibility by default, moderation controls, and no sharing or links.

  • I won't run git commit or push unless you ask. Downloads (npm and Composer packages, Playwright browsers) happen during the build, and I'll flag the large ones.



This is basically the foundation plan of what I put together

After I have got the foundation coded I will then bug/error/security review over it and see where I need to add the solid version of the foundation. Then after that we can improve then move on to putting it in beta stages LIVE PRODCTION and when you have told me what you said you on message on sparkpromotion and your back I will then need your input. do you have want me to own VPS has I am going to be main one on it I will basically manage it and maybe if we can speak to namecheap about you paying my account funds how many manths you can afford for the VPS we get and I will match the funds you added.

This is the VPS we will get I am not liar I being totally honest someone say could give me $50 a month for a VPS but I am not like that this is the full cost for 4cpu and 6gb ram and 3tb (basically the 3tb is bandwidth which the traffic 3tb if you was making a movie site can stream 4k up to 18 hours) so its not bad.

MoneyMan's Avatar
#11

That all looks really good on paper, hard to picture how it will actually look in practice. Also pretty sure that isn't possible on this platform. We don't have php or mysql access.

WatchMakingWebsite's Avatar
#12

On Sep 27, 2026, MoneyMan said:

That all looks really good on paper, hard to picture how it will actually look in practice. Also pretty sure that isn't possible on this platform. We don't have php or mysql access.

Like I mentioned we VPs and domain for around $25 a month and around $15 for domain for the year from namecheap.

I build off the spark platform

We add a event for members for a game (that’s linked around this site niche or even linked to it I can make verification for posting give you a html to verify) night on the browser game and we could have ads on the browser game directing to this site.

I will build it on Laravel latest technology the most stable one or the same with node.js depending how we make the browser game and what we actually plan.

We could even add survey to it or something also we would go 50/50 on everything the cost, back up reserves, sales/profit.

Last edited by WatchMakingWebsite

MoneyMan's Avatar
#13

Well it is a good idea but I don't have the extra, already spending money here and I don't expect to ever make any money from this.

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Unit 1 Monetary Education
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