// INCIDENT SIMULATOR — CLASSIFIED

AI SHIPPED
YOUR APP.
PRODUCTION
JUST BROKE.

You used AI to build it. Now something's broken, a senior is watching, and the terminal is open. You are responsible. No hints. No regeneration.

ENTER SIMULATIONSEE THE GAP
87%Global Failure Rate
4.2×Avg. Retry Count
13%Completion Rate
1H47Fastest Recorded
Simulation Preview
FREELANCE CONTRACT LOST /// PR REJECTED UNDER QUESTIONING /// DEMO COLLAPSED DURING LIVE DEBUG /// API FAILURE UNEXPLAINED /// GIT CONFLICT UNRESOLVED /// SENIOR ENGINEER WATCHING /// FREELANCE CONTRACT LOST /// PR REJECTED UNDER QUESTIONING /// DEMO COLLAPSED DURING LIVE DEBUG /// API FAILURE UNEXPLAINED /// GIT CONFLICT UNRESOLVED /// SENIOR ENGINEER WATCHING ///
// SYSTEM ANALYSIS

THE EXACT
COLLAPSE MOMENT

SENIOR ENGINEER — LIVE REVIEW
senior@review:~$ Open DevTools
> ...
senior@review:~$ Check Network tab
ERROR: Cannot locate failed request
senior@review:~$ Why is this API failing?
ERROR: No response
senior@review:~$ Show request payload
ERROR: Developer cannot identify payload
senior@review:~$ Where is this coming from?
ERROR: No trace available
DETECTED: DEPENDENCY_EXCEEDS_COMPETENCE
STATUS: CREDIBILITY_COLLAPSE █
01
Does not understand the request lifecycle
Cannot trace frontend → backend → response
02
Cannot distinguish client error from server error
4xx vs 5xx is invisible without a mental model
03
Cannot map written code to runtime behavior
The code exists. What it does at execution is unknown.
04
Cannot debug without regenerating via AI
Prompting is the only tool. It fails under real conditions.
05
Cannot explain failures with any precision
The system breaks. The developer watches.
// SIMULATION PROTOCOL

THREE LEVELS.
NO ASSISTANCE.

01
LEVEL ONE

TRACE THE REQUEST

Frontend to backend. Request to response. No magic, only logic. You will follow a live request through a broken system and identify where it fails without regeneration.

02
LEVEL TWO

READ THE FAILURE

DevTools. Network tab. Console errors. You will locate the exact breakage point without syntax highlighting, friendly hints, or step-by-step guidance.

03
LEVEL THREE

SHIP WITHOUT AI

Terminal basics. Git conflicts. Manual deployment. You will survive the command line with no AI co-pilot and no safety net.

// FAILURE EVIDENCE

THE NUMBERS
DON'T LIE.

87%
Global Failure Rate
4.2
Average Attempts to Pass
3H
Estimated Investigation Time
13%
Global Completion Rate
// AUTHORIZED PERSONNEL

TOP
SURVIVORS.

RANKUSER IDCOMPLETION TIMESTATUS
01USR_092101H 47MAUTHORIZED
02USR_104401H 55MAUTHORIZED
03USR_003202H 11MAUTHORIZED
04USR_499102H 19MAUTHORIZED
05USR_882002H 24MAUTHORIZED
// SYSTEM AUTHORIZATION TOKEN

ACCESS IS
FREE.

// ACCESS MODEL

100% FREE.
OPEN SOURCE.
NO PAYMENT
REQUIRED.

This simulator exists to give you real debugging experience under pressure. No upsells. No locked content. No payment walls. Everything in the simulation is free. Always.

  • — All three simulation levels — completely free
  • — All 15 failure scenarios — no paywall
  • — Manual investigation enforced — no walkthroughs
  • — AI assistance restricted within simulation bounds
  • — Failure states active — incomplete runs logged
  • — Unlimited retries — no time limit
●OPEN SOURCE — github.com/pranamyajainn/vibe2real
// OPTIONAL — CERTIFICATE ONLY
——CERTIFICATE ACCESS — ONE TIME

The certificate verifies you completed all three modules without AI dependency flags — issued as a portfolio signal for freelance profiles, job applications, and GitHub READMEs.

// IMPORTANT

We do not have an automated payment gateway. To receive your certificate, contact us directly after completing all three modules.

CONTACT FOR CERTIFICATE →contact@pranamya.tech
// FREQUENTLY ASKED QUESTIONS

BEFORE YOU
ENTER.

Q: Why not a course?
Courses teach knowledge. They do not install debugging instinct under pressure. This is a simulation, not an onboarding tool.
Q: Who should NOT enter?
Anyone who prefers step-by-step guidance and expects answers. This is a competence filter. It is not here to make you comfortable.
Q: What if I rely on AI inside the simulation?
The system enforces bounds where AI cannot see the true terminal state or nuanced request flow. You will fail. The run will be logged.
Q: Is prior coding knowledge required?
You must have shipped at least one application — even if AI-assisted. If you do not know what a terminal is, this will be impossible.
Q: Why does completion take ~3 hours?
Real incident response takes time. Tracing unfamiliar code, identifying network bottlenecks, and reading raw logs cannot be rushed.
Q: Why do most users fail Level 2?
Level 2 requires deep inspection of network requests and console errors without syntax highlighting or friendly hints. Most lack foundational patience.