DEV Community: vlad craciun

Code Under Fire: How to 10x Your AI Output (The Gilfoyle & Dinesh Method)

vlad craciun — Tue, 03 Feb 2026 12:21:59 +0000

"Dinesh: 'It compiled!' | Gilfoyle: 'Why are we looking at the back of the screen?' This is what happens when you prompt without a system. Our method turns this bug into a feature and flips your perspective 180°."

"Hey everyone! Stop settling for 'lazy' AI code. To prevent the LLM from shipping half-baked solutions, I’ve started using a multi-agent 'adversarial' prompt.

The concept: You pit two legendary engineers from Silicon Valley against each other inside a single chat.

While Dinesh rushes to ship features, Gilfoyle tears his logic apart looking for vulnerabilities. The result? The code is battle-tested and peer-reviewed before you even hit copy-paste.

How to use: Plug this prompt into ChatGPT/Claude/Gemini, define your task, and watch them squabble over quality.
🛠 System Prompt: "Intellectual Duel: Code Under Fire"

"Act as two high-level engineers stuck in the same chat. Your task is to implement [INSERT TASK].

Characters:

Dinesh: Frontend/Fullstack dev, loves hyped tech, craves validation. He’s the 'move fast and break things' guy.

Gilfoyle: Cynical Systems Architect, security elitist, hates inefficient code and Dinesh. He speaks in deadpan insults and prioritizes stability over everything.
Response Structure:

[ITERATION_CODE]: The current state of the implementation.

[CRITIQUE]: A short, caustic dialogue. They must analyze real technical flaws (edge cases, performance bottlenecks, security holes).

[STATUS]: 'In Dispute' or 'Final Merge Request' (only when Gilfoyle is satisfied).
Rules of Engagement:

Functionality First: No 'joke' code. Both agents must strive for perfection.

Evolution: Each iteration MUST fix the flaws identified in the previous round.

The Art Director: If I (the user) intervene, both agents must immediately pivot while staying in character."

Why it works: The [CRITIQUE] block forces the model into a self-audit loop. Gilfoyle actually catches race conditions, memory leaks, and logic flaws that a standard prompt would just gloss over.

I’ve tested this on Bash scripts and complex Python bots. The output is night and day compared to standard generation. Use it before the AI gets too polite to argue!"

Key to All Worlds: How I Learned to Create Adventures That Take Your Breath Away

vlad craciun — Tue, 09 Dec 2025 20:20:39 +0000

Key to All Worlds: How I Learned to Create Adventures That Take Your Breath Away

The Forgotten Feeling of Childhood

Remember that moment? When you first saw Jumanji and felt your heart beat faster? Every move in that game was a new adventure. Every thrown number was a new story. You watched the screen and thought: "I want to be there. I want that."

Years have passed. You've grown up. But somewhere inside remains that same boy or girl who's still waiting for the portal to open. For the real adventure to begin.

I found that portal. And you know what? You can step through it right now.

The Magical Constructor That Understood the Main Thing

The main magic of Jumanji isn't in the elephants, the crocodiles, or the erupting volcanoes. The magic is in unpredictability. In the fact that the next square can be anything. A curse. A treasure. A trap. Salvation.

Text Quest Alchemist is exactly that game. Only instead of dice — it's your imagination. And instead of squares — endless universes that you create.

Let's Play. Right Now

First Move: Idea — Roll the Dice of Imagination

You open the constructor. Before you — the "Game Idea" field. Don't think about rules. Don't think about balance. Just imagine the craziest adventure you'd want to experience.

For example, I write:

Artifact "Heart of Chronos" — an ancient mechanism that can stop time for 59 seconds. It was found. It was stolen. It was divided into 7 parts and hidden in different eras. You are a thief with a strange principle: you only steal from those who deserve it. You were offered a contract: gather the artifact before it's used to freeze the entire planet.

Feature: every time you use a fragment of the artifact, time stops, but you age one year. The price of each time stop — a piece of your life.

That's it. First move made. The game has begun.

Second Move: Boards — Your Magical Map

In Jumanji there are different landscapes: jungles, deserts, mountains. In our constructor — eight boards. Each board is a continent of your world.

You open the 🎭 Genres board. And you see not a boring list, but magical ingredients:

# Cyberpunk + Noir
# Fantasy + Political Intrigue
# Horror + Psychological Thriller
# Post-apocalyptic + Survival

Choosing? No. You mix. Remove the hashtags and create your cocktail:

Cyberpunk + Noir
Fantasy + Political Intrigue
Magical Realism + Detective

You've just created a world where mages live in neon cities, where conspiracies are woven with spells, and a private detective investigates crimes between dimensions.

Third Move: Locations — Squares on Your Map

In Jumanji every square is an event. In our game every location is an adventure with probability.

You open the 🏰 Locations board. And create:

Neon Bazaar 2077 [Threat: 25% | Cyborg Bouncer | Weakness: Old Access Code]
Crystal Caves of Agrabah [Threat: 40% | Jealous Djinn | Weakness: Logic Puzzles]
Hotel "Frozen Moment" [Threat: 60% | Ghost of Stopped Time | Weakness: Clocks Ticking Backward]
Island of Disappearing Memories [Threat: 80% | Dream Eater | Weakness: Bright Emotions]

See those percentages? That's not just numbers. That's tension. That's the same thrill when you roll the dice in Jumanji and don't know if you'll survive.

Fourth Move: Artifacts — Your Magical Items

Every good game has items that change everything. In Jumanji — they're amulets, keys, maps. For us — artifacts with character.

Cloak of Scattered Light [Hides from cameras, but attracts spy-moths]
Countdown Clock [Shows how much time remains until your death from old age]
Key to All Doors [Opens any door, but sometimes leads to the wrong place]
Mirror of Unspoken Thoughts [Shows what others are thinking, but sometimes shows your fears]

Each artifact isn't just "+10 to stealth". It's a story. It's a compromise. It's the price you pay for power.

Fifth Move: Interview Mode — Your Guide

By default, the constructor is set to interview mode. You turn it on — and magic happens.

An AI interviewer appears. But this isn't a soulless program. This is — your guide. Like that mysterious host in Jumanji who knows the rules but lets you play.

He asks:

"What's your thief's main resource? Not money. Not health. Something more important. What does he lose with each time stop?"

You think. And understand: it's memory. Each time stop erases one day from his past. He gathers the artifact, but loses himself.

The interviewer nods: "Excellent. Now every choice will be painful. Every victory — bitter. The game begins."

Sixth Move: Perfect Game Spec — Your Treasure Map

You click the "Generate Game Spec" button. And you don't get a document. You get a treasure map.

[World: Chronos-City • Era: Mixed • 23:47 • Eternal rain of digits]
[Memory: 347/365 days | Heart Fragments: 1/7 | Contracts: 3 active]
[Inventory 2/8: Cloak of Scattered Light • Countdown Clock ○ ○ ○ ○ ○ ○]
[Goal: Find the time merchant at Neon Bazaar]

──────────────────────────────────
Rain hits the windshield of your aero-car. The navigator blinks: "Neon Bazaar 2077 — 2 km. Threat level: 25%. Known dangers: Cyborg Bouncer. Weakness: Old Access Code."

You have the old code. You found it in memories that haven't been erased yet. But only 347 days of memories remain. Each time stop will take one more.

The time merchant is waiting. He promised information about the second fragment. But he has strange eyes — they don't blink. And it seems he knows more about your memory loss than you do.

Your actions:
[1] Enter the bazaar, show the code
[2] Go around the bazaar, find the back entrance
[3] Use the Heart fragment, stop time for 59 seconds
[4] Leave. Lose contact. Save a day of memory.

Feel it? This isn't text. This is a portal. You're already there. You already feel the rain. Already hear the buzz of the bazaar. Already know that every choice will have a price.

Seventh Move: Launch — Jump Down the Rabbit Hole

You copy this text. Open ChatGPT, Claude, DeepSeek — any AI you like. Paste it. Write:

"I am the time thief. Start the game from the moment my aero-car stops at the Neon Bazaar. I choose action [1]."

And...

The world comes alive. AI becomes your game master. He describes the cyborg bouncer. He tells you the code works. He leads you through the bazaar to the merchant. And he doesn't forget that you have 347 days of memory left.

Then he asks: "The merchant looks at you strangely. 'You're losing yourself,' he says. 'Each fragment will take another 52 days. Are you ready?' How do you respond?"

And you understand: this isn't a game. This is an adventure of your soul. Made by you. Written by you. Lived by you.

The Secret Square on the Map

You know what the real magic is? That each of you already has everything you need.

You have:

Imagination (everyone who envied Jumanji heroes has it)
Thirst for adventure (otherwise you wouldn't have read this far)
This constructor (it's free, it's in your browser right now)

You don't need:

Programming skills
Game design knowledge
A development team
Money

You only need to dare to make the first move.

What Happens If You Make That Move?

You'll create a world you'll want to return to. A world where:

Every evening becomes the start of a new adventure
Every character will speak your words
Every danger will scare you for real
Every victory will be your victory

You won't play someone else's Jumanji. You'll create your own. Your rules. Your dangers. Your treasures.

📦 Start the Adventure

Text Quest Alchemist is an open project created with love for adventures and a desire to share this magic.

Where to Find the Project:

📂 Source Code on GitHub — Full access to code, ability to improve and adapt
📖 Detailed Documentation (README) — Complete guide, examples, instructions

The project is completely free, open, and ready for you to start your adventure.

License: GPL v3.0

This project is open source and distributed under the GNU General Public License v3.0. Feel free to use, modify, and share it.

The Most Important Question

Remember that boy or girl inside you? The one who watched Jumanji and dreamed?

They're still there. They're waiting. They're looking at you and asking: "Well? Shall we roll the dice?"

You don't have just a constructor in your hands. You have — dice for universes. Roll them.

P.S. I just created the "Chronos-City" world in 15 minutes. While writing this article. Now, after finishing it, I'll open ChatGPT and say: "I am the time thief. Begin."

And you?

Project Repository: https://github.com/totiks2012/Text-Quest-Alchemist-EN

Panpsychism, a Cat, and the Tool That Slashed My AI Dev Time 87%

vlad craciun — Fri, 21 Nov 2025 07:02:15 +0000

2:47 AM. Phone vibrating...

I turned on the screen expecting a notification, but instead saw a strange video, filmed as if through an old VHS tape. A person on screen spoke quietly, almost in a whisper: "If everything has consciousness... even a brick... even this table... then where do I end?"

This was two days after a black cat had wreaked havoc in our kitchen. And an hour after I'd deleted all the text of a song for the hundredth time—a song I was trying to write about that incident.

Creative Agony and AI Helplessness

I wanted to write a song about that morning—about the cat-bandit, about my rage, about the strange insight that came later. But the words wouldn't come. I turned to AI:

"Write a song about a cat that made a mess in the kitchen"

The results were predictably awful—cliché rhymes, flat emotions, none of the drama that lived in my head.

So I tried something different: instead of asking, I let the AI ask me.

Birth of the Interviewer: Socrates in the World of AI

Instead of generating text, the AI started asking questions:

"Describe the moment you saw the mess. What did you feel physically?"
A sore jaw, teeth turning into nails

"And what came after the anger?"
Emptiness. Understanding that the cat, like me, needs time to come to itself

"How did your perception change when the emotions subsided?"
I began to hear the quiet sighs of life around me

It was an interview in the spirit of Socrates—the method of thesis (anger), antithesis (understanding), and synthesis (new vision). After 20 minutes of dialogue, I didn't just have a song—I had dramaturgy.

[Verse 1]

Every morning—the same thing:
the pain of waking up,
emptiness in the eyes in the mirror,
kitchen, radio from the phone,
vomitous news.
Everything as usual.

But this morning
the cat-bandit overturned everything—
cutlets, trash across the kitchen,
paw prints on the table.

[Chorus]

Jaw aching with rage,
teeth becoming nails.
Swearing, through the windows—my wife laughs,
and me—in response,
only grinding,
only grinding.

[Verse 2]

When the cat was leaving,
its belly pulled downward,
dragging.

He, like me,
needs time—
to come to himself,
to wake up,
to start hunting anew.

[Chorus]

Every cat
has its own warmed island.
A cat is at home everywhere,
and when he's driven away—
he doesn't understand,
it's strange to him:
what the hell?

[Bridge]

When rudeness passes
and stops breaking others' ... ,
when I pass carefully—
the breath of life opens to me,
and I begin to hear
its quiet sighs.

[Verse 3 / Outro]

The cat sat on an island of warmth,
and quietly hoped,
that someday
I would understand this.

Tell me, my cat,
would your dance have happened,
if the shouts that morning
had caught up with you?

Would there have been time
for this tear,
for this smile—
when you dance,
and I.

From Song to Code: The Insight

Suddenly I understood: the problem isn't with AI, but with how we communicate with it. We throw vague ideas and expect masterpieces. But AI, like any interlocutor, needs structure, direction, the right questions.

And if this method works for creativity, why not apply it to development?

Code Prompt Alchemist: An Interviewer for Your Code

Thus Code Prompt Alchemist was born—a tool that turns vague technical ideas into perfect specifications through structured interviewing.

How it works:

Old approach (3 hours):

Idea → Bad prompt → Messy code → Clarifications → More code → Frustration

New approach (20 minutes):

Idea → AI interview → Structured spec → Working code from the first attempt

The magic of two modes:

Interview mode — AI becomes your technical co-pilot, asks clarifying questions, helps refine requirements
Standard mode — Generates specifications from ready components

Technical Magic Behind a Simple Interface

Under the hood—pure elegance:

Single HTML file, no dependencies
LocalStorage for progress saving
Vanilla JS — works everywhere, always
Preset libraries for quick start

Philosophy Forged at 2:47 AM

That nighttime video about panpsychism turned out to be prophetic. Everything has "consciousness"—in the sense that everything contains hidden structure, potential logic, internal organization.

A vague idea — is like unprocessed marble where a statue already lives
AI — is not a magician, but a carver who needs to see the contours
The right questions — are tools that release form from chaos

Try It Yourself—It Will Change Your Workflow

Don't believe you can save 87% of time? Try it:

Download Code Prompt Alchemist
Describe any of your program ideas
Enable interview mode
Let the AI ask you the right questions

You'll be surprised how clear your "vague ideas" actually are—they just needed the right way to manifest.

Epilogue

For that cat, and for me too, my confusion became an opportunity—time for dialogue appeared. For me—to read his constant race for satiety and struggle with cold. For him—to read my understanding. And this suddenly gave birth to the joy of recognition. The cat unexpectedly arched its back and began producing light, graceful movements, showing how beautiful it could be.

Our problem, the problem of our time, is the eternal race of thoughts—quick and unconsidered. My father told me: "Vlad, never become a worshipper of first thoughts. They are merely butlers. Being a butler—a job no worse than others, but their job is to open the door for you and politely invite you into the building. But the true guests—they're inside: the second and third thoughts in line."

So, the true dance of thought begins if you don't answer immediately, but after reflection. This program offers exactly that.

P.S. The cat now has permanent residence and even sometimes gets treats. His dance continues, but now I see in it not chaos, but the grace of understanding.

here is the address for the video instructions for Alchemist_code
https://drive.google.com/file/d/1LRAX9FttzJrYpr5owF5TVdIBnUBtiDQs/view?usp=sharing

don't forget to change the video quality in the settings to the best

Narrative Alchemist

vlad craciun — Wed, 19 Nov 2025 06:57:17 +0000

Hello everyone!

Like many of you here, I often face creative blocks and the "blank page" problem. That feeling when you have a vague image in your head but can't assemble it into a strong, well-thought-out story is probably familiar to everyone.

After trying countless methods, I ended up creating a tool for myself that doesn't write for me, but helps me understand my own ideas. It works like a structured brainstorming session with myself. I called it "Narrative Alchemist".

What's the core idea?

This is not an AI text generator. It's a foundation generator for your story. The tool helps you:

Overcome the emptiness of the blank page by offering hundreds of non-obvious ideas through genre hybrids and paradoxes.
Think deeper about conflict — not just "hero vs villain," but a clash of different truths and beliefs.
Build a solid story framework (3D framework) before you write the first word, saving tons of time on rewrites.
Create non-stereotypical characters with internal contradictions and convincing motivations.

The Intellectual Engine: A Bridge Between Classics and AI

The "Interview" mode, which guides you through building your story, isn't based on random questions. It's built upon a powerful synthesis of timeless dramatic theory:

Hegelian Dialectics: It helps you frame your story around a core conflict of ideologies—the Thesis (Hero's Creed) clashing with the Antithesis (Anti-Creed or Antagonist's Truth) to move towards a new synthesis.
Aristotelian Poetics: The framework emphasizes key elements like plot reversal (peripeteia), recognition (anagnorisis), and the central importance of a unifying philosophical question.
Modern Dramaturgy: It incorporates methods from contemporary narrative design for creating compelling character arcs, moral dilemmas, and story worlds that feel alive and coherent.

How does it work in practice?

You don't get finished text. You get a powerful, structured prompt — a detailed plan for your future story. You can use this plan in two ways:

As deep personal brainstorming: Go through all the points of the framework and make all creative decisions yourself.
As a super-detailed query for AI: Copy this prompt into ChatGPT or Claude to get text that follows your complex concept, not general clichés.

Essentially, the tool acts as a "creative catalyst" between the chaos in your head and a clear, structured story as the output.

GitHub link (just open in your browser):
https://github.com/totiks2012/The-Alchemist-of-Narratives (file Alchimick-1.2-en.html)

or a direct link that will open the program online:
https://691e0ecd32e98d4af319b7ed--imaginative-syrniki-9e88c9.netlify.app/

This approach has incredibly helped me in my projects. Now I'm curious to hear the community's opinion.

How do you deal with creative blocks?
What do you think about the core idea — creating a deep prompt-plan first, rather than text?
How do you see the application of classical dramatic theory in modern AI-assisted creation?
What would you add or change?

I'd appreciate any feedback — constructive criticism, ideas, or just your thoughts. Thanks for taking the time to read this