Class 5 · 5.5

Karpathy vibe coding par & commercial MVP ke usool

G shakhs jis ne “vibe coding” ka naam diya woh is shift ko continuously narrate karta raha hai. Us ke 3 key posts is class ko mukammal karte hain.

Goal: aik balanced mental modelRead: 8 minType: perspective

013 tweets, order mein

Andrej Karpathy ne is poori shift ko near-real-time mein narrate kiya hai. Chronologically padhein to us ke posts aik playful idea se serious craft tak ka safar dikhate hain.

Andrej Karpathy

@karpathy · Feb (pichle saal)

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Aik nayi qisam ki coding hai jahan aap poori tarah vibes ke hawale ho jaate hain, exponentials ko embrace karte hain, aur bhool jaate hain ke code exist bhi karta hai. Yeh is liye possible hai kyun ke LLMs bohot ache hote ja rahe hain.

Woh tweet jis ne “vibe coding” ko janam diya.

Andrej Karpathy

@karpathy · December

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Main ne programmer ke taur par kabhi itna piche mehsoos nahi kiya. Main 10x zyada powerful ho sakta hoon agar main in sab ko aik sath jood sakoon — agents, sub-agents, prompts, context, memory, tools, skills, MCP, workflows.

Woh tweet jis ne is poore course ko inspire kiya.

Andrej Karpathy

@karpathy · end of January

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Aik lambi reflection ke agentic coding waqai kaise shape le rahi hai — workflow, swarms, speed-ups, leverage, fun... aur aane wala “slop apocalypse.”

02January ki reflection, unpacked

Aakhri post par thoda rukna zaroori hai. Har point practice mein sach sabit hota hai.

Workflow flip: zyada tar typing se, agents ko direct karne tak.

Keeghil nazar rakhein

Swarm hype abhi jaldi hai

“No IDE, agent-swarm” movement waqt se aage hai. Models abhi bhi mistakes karte hain; apne zaroori code ko closely supervise karein.

Tenacity

Yeh kabhi nahi thakte

Agents bina thake kaam karte rehte hain — koi fatigue nahi.

Speed-up = expansion

Number dena mushkil hai

Is it 2x? 10x? Asli jawab: yeh raw speed se zyada expansion lagta hai ke aap kitna zyada build kar sakte hain.

Leverage & the loop

Bare goals

Capable model ko loop mein daalne se aap un goals ko aim kar sakte hain jo pehle pohnch se bahar the.

Fun

Builders vs coders

Agentic work engineers ko divide karta hai: jo coding se pyar karte hain woh kami mehsoos karte hain; jo building se pyar karte hain woh enjoy karte hain.

Atrophy

Skills kamzor ho sakti hain

AI par zyada depend karenge to aapki apni coding sharpness kam ho sakti hai. Aik real risk.

Slop apocalypse

Karpathy har jagah LLM “slop” ke aane ki baat karta hai. Iska jawab concise, samajh aane wala code hai. Slop lagne se bachein.

03Usool, aik baar phir

Real cheez banane ka MVP mindset wahi 5.2 wala hai: boss banein, simple shuru karein, test karein, challenge karein.

04Aik healthy balanced attitude

10x hype mein mat aayein, aur pehle maslay par mayoos na hon. Realistic rahein aur step-by-step kaam karein.

✓ Aham baatein

Karpathy ka arc: vibe coding → feeling behind → sober reflection.
Workflow 80% manual se 80% agents par flip hua — lekin abhi bhi baaz jaisi nazar rakhein.
Gain raw speed se zyada expansion lagta hai.