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GuruCode 3D Engine — India’s #1 Socratic AI Coding & DSA Platform

Don't just fix code. Learn why it broke.

When stuck on LeetCode, opening ChatGPT ruins your intuition by giving away answers. GuruCode combines a real 10,000+ problem judge with an interactive 3D Socratic AI Mentor that gives progressive nudges so you discover the optimal solution yourself.

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solution.py
Two Sum · Detected O(n²) loop
1 def twoSum(nums, target):
2 for i in range(len(nums)): // Outer O(n) scan
3 for j in range(i + 1, len(nums)): // Nested O(n) scan ⚠️ TLE
4 if nums[i] + nums[j] == target:
5 return [i, j]
❌ Time Limit Exceeded (Hidden Test #37)Complexity: O(n²) Time · O(1) Space
Guru Socratic AI (Tier 2 Nudge):

“Notice how you're repeatedly re-scanning the array for target - nums[i]. If you had a data structure with O(1) instant lookup, what would you store during your first pass?”

💡 Hint: Hash Map / Dict⚡ Target: O(n) Time
Practice with Socratic Hints Now

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Curated Placement Roadmaps

Master the Exact Sheets Companies Hire From

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75 Verified ProblemsPopular at: Google, Meta, Amazon

Blind 75 Master Sheet

The gold standard 75 problems that cover 90% of interview patterns in Arrays, Graphs, DP & Trees.

Distribution: 24 Easy · 44 Medium · 7 Hard
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GuruCode Socratic Academy

Learn Computer Science & DSA from First Principles

Step-by-step interactive lessons with live code execution, animated pointer diagrams, predict-the-output checkpoints, and automated progressive hints.

🧠

Core DSA MasterclassFAANG Ready

Master algorithmic intuition from scratch with step-by-step memory pointer playback and Socratic questioning.

Beginner 15 min

Arrays & Memory Architecture

Contiguous RAM
const prefixSum = (arr) => arr.map((sum => v => sum += v)(0));
Start Interactive Lesson
Beginner 20 min

Two Pointers & In-Place Traversal

O(1) Space
let left = 0, right = arr.length - 1; while (left < right) ...
Start Interactive Lesson
Intermediate 25 min

Sliding Window & Substring Bounds

Subarrays
for (let r = 0; r < n; r++) { count.set(s[r], ...); while (invalid) ... }
Start Interactive Lesson
Intermediate 20 min

Binary Search on Value Spaces

O(log N)
let mid = left + Math.floor((right - left) / 2);
Start Interactive Lesson
LIVE CHECKPOINT QUESTION • +25 XP

What is the time complexity of bisect_left() / lower_bound() on a sorted array of N elements?

Test your algorithmic intuition in real-time. Click an answer below to inspect the Socratic reasoning.

Engineered For Real Mastery

Why LeetCode + ChatGPT Fails You, and GuruCode Works

Stop spoiling your learning with raw ChatGPT copy-pastes. Here is how GuruCode transforms your intuition.

Feature / MetricChatGPT PlusLeetCode PremiumGuruCode (Guru Code)
AI Guidance PhilosophyDirectly spits full code answer (spoils learning)Discussion boards with full solutions4-Tier Socratic hints that teach intuition without spoiling
Live Two-Way Voice Mock InterviewsGeneric chat with no coding executionNot available (Static articles only)Hands-free voice AI with FAANG rubric scoring & live sandbox
1v1 Multiplayer Code BattlesNoneWeekly timed contests onlyReal-time 15-min ranked 1v1 duels with live test runner & ELO
Step-by-Step Pointer & Memory VisualizerNone (Plain markdown)Static slide images on select problemsInteractive PythonTutor-style stack frames & live pointer tracking
AI Video Code ExplainerNoneNoneTurns any code into animated narrated lecture with voiceover
Pricing & Availability$20/month for GPT-4 Plus$35/month for LeetCode Premium100% Free Forever for all students & engineers
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0
CS & System Domains
0 Tiers
Socratic Hint Tiers
0% Free
Execution Sandbox
Paste Code → Instant Narrated Video Lecture

Turn Any Code into an AI Narrated Video Lesson

GuruCode's AI Professor breaks down your code into an animated, voiceover-narrated lecture with synchronized line highlighting, live pointer animations, and memory diagrams — in English, Hinglish, Hindi, or Spanish.

⚡
Quick (45s)
Fast overview
📚
Deep Dive
Line-by-line trace
🎯
Interview
FAANG verbal script
Try AI Video Explainer Now
Binary Search — Step-by-Step Masterclass
DEEP DIVE
Array Memory & Pointers:
left
2
[0]
5
[1]
mid
8
[2]
12
[3]
target
16
[4]
right
23
[5]
Professor's Voiceover

“Since nums[mid] is 8 which is less than 16, we discard the entire left half and advance left to mid + 1...”

Everything you need to crack FAANG interviews

One Platform. Every Tool You Need.

From your first Two Sum to a Google mock interview — GuruCode has you covered at every stage.

Core Engine

Socratic AI Mentor

4-tier progressive hints that guide your thinking without spoiling the answer. Like having a FAANG staff engineer next to you.

Multiplayer

1v1 Code Battle Arena

Race against live coders in real-time 15-minute duels. Win ELO, climb the leaderboard, and prove your speed.

FAANG Prep

Live Hands-Free Mock Interviewer

Two-way voice AI that talks back like a real FAANG interviewer. Listen, speak hands-free, and receive a comprehensive rubric scorecard.

NEW

AI Video Explainer

Paste code → get a narrated lecture video with animated pointer movements, line highlights, and memory diagrams in multiple languages.

Placement

ATS Resume Scanner

AI scans your resume against Amazon, Google & TCS interview matrices and tells you exactly what DSA problems you are missing.

Educators

College Classroom Hub

Professors create private batches with invite codes. Assign problem sets, track class mastery, and evaluate submissions with AI.

Interactive

Code & Pointer Visualizer

PythonTutor-style step-by-step playback. Watch two-pointers move, variables update in stack frames, and array elements swap live.

Retention

Smart Spaced-Repetition Hub

Anki for algorithms. Review Sliding Window, Monotonic Stack & DP patterns at scientifically-backed 1, 3, 7, and 14-day intervals.

AI Powered

Big-O Runtime & Space Analyzer

One-click asymptotic spectrum gauge. Detects nested quadratic bottlenecks and prescribes FAANG optimization strategies.

Gamification

XP Perks & Streak Freeze Shop

Spend earned coding XP on Streak Shields, Glowing Avatar Auras, and verified coder titles like "10x Engineer" and "FAANG Bound".

The Socratic Difference

See how Guru guides you step-by-step on #1 Two Sum — without giving away the answer.

two_sum.py
#1. Two Sum (Easy)
1 class Solution:
2 def twoSum(self, nums, target):
3 seen = {}
4 for i, n in enumerate(nums):
5 diff = target - n
6 if diff in seen: return [seen[diff], i]
7 seen[n] = i
🧐

Hint #1: Gentle Nudge

Nudge

Think about what information you need to remember while iterating through `nums` so you don't need a nested O(n²) loop.

Architected by Engineers, Dedicated to Indian Coders

Meet the Visionaries Behind GuruCode

We started GuruCode with a single, uncompromising belief: every engineering student in India deserves access to elite, Silicon Valley-grade problem-solving mentorship without paying ₹50,000 to predatory bootcamps.

👨‍💻✓

Harsh

Founder & Chief Architect

Full-Stack Software Engineer & System Builder

FAANG & Product-Based Engineering Specialist

Harsh's Engineering Vision:

“I built GuruCode because I saw thousands of brilliant students in India being taken advantage of by expensive bootcamps that merely teach them to memorize solutions. When you memorize, you fail the moment an interviewer tweaks a single constraint.”

“Real software engineering is intuition—knowing why a hash map reduces nested quadratic scans to linear time, or how pointers divide search spaces logarithmically. GuruCode is strictly Socratic: our AI never gives away answers lazily; it asks guiding questions that train your brain to think like a staff engineer. Every aspiring coder from Mumbai to remote towns deserves this quality for free.”

10,000+ ProblemsCurated across 9 engineering domains
Zero-Paywall AINo credit card or ₹50k fee needed
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Achal

Co-Founder & Head of Academic Innovation

Curriculum Architect & Engineering Educator

Academia-Industry Bridging & Placement Systems

Achal's Academic & Student Vision:

“There has always been a painful divide between traditional college syllabi and what high-frequency product companies evaluate in technical rounds. Students spend years writing theoretical exams, only to get intimidated during real technical screenings.”

“My mission with GuruCode is to inject industry-grade engineering rigor into every classroom: animated pointer visualizers, Big-O complexity diagnostics, spaced-repetition retention, and realistic 2-way AI mock interviews. We want every student—regardless of college tier—to graduate not just with a degree, but with verified problem-solving confidence.”

College Classroom ModeAutomated batches & teacher analytics
Spaced Repetition HubAnki science for interview retention
Everything You Need to Know

Frequently Asked Questions about GuruCode

Common questions about India’s #1 Socratic AI coding and DSA platform (Guru Code).

What is GuruCode (Guru Code) and how does it work?

GuruCode (also known as Guru Code) is India’s premier AI Socratic coding and DSA platform. Unlike ChatGPT or traditional platforms that give away direct solutions, GuruCode provides 4-tier progressive hints that guide your intuition step-by-step so you learn why your code broke and master problem solving for FAANG interviews.

Is GuruCode free for students and developers?

Yes, GuruCode is 100% free forever. You get full access to 10,000+ coding problems across 9 CS domains, real compiler execution, 1v1 multiplayer code battles, AI mock interviews, and ATS resume scanning with zero hidden fees.

How is GuruCode different from LeetCode and HackerRank?

While LeetCode tests your solution against test cases, it leaves you stuck when you fail. GuruCode integrates a Socratic AI mentor that analyzes your specific syntax error, runtime bug, or algorithmic inefficiency, offering tailored hints in English and Hinglish without spoiling the answer. Additionally, GuruCode features live 1v1 ranked code battles and 2-way AI voice mock interviews.

How do the 1v1 Multiplayer Code Battles work on GuruCode?

In the GuruCode Battle Arena, coders compete head-to-head in real-time 15-minute duels. Both players code live while our runner executes hidden test cases in the background. The first developer to pass all tests wins the duel, gains ELO rating, and climbs the national leaderboard.

Can colleges and universities use GuruCode for classroom assignments?

Yes! Through GuruCode College Mode, professors and educators can create private batch classrooms with unique invite codes, distribute automated curriculum assignments, monitor student topic weaknesses, and conduct automated evaluations.

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