Kodin is a foundation-first LMS built for the AI era — where the real challenge isn’t writing code, but understanding how it works so that one can direct it. It transforms copy-paste coding labs into concept-driven learning environments across Programming, Operating Systems, DBMS, Computer Networks, and System Design — helping students develop the problem-solving ability to command AI, not depend on it.
They graduate. They get hired. They ship code they don't understand. And when something breaks — they can't explain why. This is the crisis no one is naming. Kodin was built to fix it at the source — in the classroom, before the first job.
A developer ships a payment module. Three weeks later — ₹47,00,000 miscalculated overnight.
The bug? A loop he never wrote. Never read. Never understood. When his team asked him to explain the logic — he couldn't. Because he never knew it.
Students treat coding labs as sessions for copying from AI tools or peers. Practical files become duplicated text — not evidence of actual foundation-first learning or genuine problem-solving ability.
HODs and Professors cannot reliably track student progress during a two-hour practical lab session. There is no real-time way to identify struggling students before the class is over.
Online coding tests are now compromised by AI tools, making it impossible for faculty to assess a student's genuine technical ability with any confidence.
Faculty review hundreds of near-identical practical files, creating a system that rewards submission volume over comprehension — and exhausts faculty in the process.
Academic coding curricula rarely reflect the data structures and algorithmic problems that top-tier companies use in actual engineering hiring processes. Labs need upgrading.
Traditional practical lab files capture only the final code. The student's iterative reasoning process — the true evidence of foundation-first learning — is never recorded or assessed.
Kodin enforces a no-copy-paste coding environment where students must build their logic natively, character by character. The clipboard is permanently disabled in every lab session — creating the foundation-first learning discipline that engineering education demands.
Kodin integrates a tightly governed AI guided learning layer that helps students through concepts without giving away solutions. It teaches the thinking process — ensuring AI guided learning builds genuine understanding, never dependency or academic misconduct.
Assess Me Mode is a per-session self-assessment layer that tests a student's genuine understanding — not just their ability to run code. Based on the problem statement assigned by faculty and the actual code written by the student, the AI evaluates comprehension in real time and automatically attaches the assessment report to the session's practical file.
One of the biggest challenges in learning programming is not syntax, but understanding what actually happens when code executes. Code Visualizer bridges this gap by allowing students to observe program execution step-by-step — transforming abstract logic into visible, traceable understanding.
Kodin auto-generates authenticated practical files from each coding session. These upgrade traditional lab documentation entirely — they are session-based, verified records inherently tied to each student's unique activity, eliminating plagiarism at the source.
Kodin's live Faculty Dashboard gives HODs and Professors a complete, real-time view of every student's practical lab progress — enabling meaningful intervention before the coding session ends. Upgrade from guesswork to data-driven lab management.
When assessments run within Kodin's secure coding environment, faculty receive untainted performance data. Results reflect genuine student ability — not AI proficiency or peer collaboration. Upgrade your institution's academic integrity assurance today.
| Student | Q1 Logic | Q2 Optimise | Q3 Debug | Overall |
|---|---|---|---|---|
| Aryan M. | 92% | 88% | 95% | 91% |
| Priya K. | 84% | 62% | 79% | 75% |
| Rahul S. | 55% | 48% | 32% | 45% |
| Neha P. | 28% | 31% | 24% | 28% |
| Deepa L. | 96% | 91% | 88% | 92% |
Academic coding and industry hiring are usually two entirely different worlds. Kodin connects them — embedding DSA interview preparation directly within the practical lab experience students already attend.
Given an array of integers nums and an integer target, return the indices of the two numbers that add up to target.
Every interface designed around the academic lab workflow — clean, purposeful, and built for the engineering college coding environment.
Kodin integrates across the full engineering curriculum — from first-year fundamentals to final-year placement prep — ensuring academic integrity at every stage.
The difference between a coding lab that produces capable graduates and one that simply issues certificates without real learning.
Hear directly from Heads of Department, faculty members, and students across engineering institutions who've upgraded their coding labs with Kodin's foundation-first, no-copy-paste approach.
Kodin permanently disables the clipboard — both Ctrl+C/V and right-click paste — within every coding lab session. Every character must be typed natively, with all keystrokes recorded, timestamped, and attributed to the individual student. This creates an irrefutable Cognitive Footprint that proves each practical submission is entirely original work.
Kodin replaces copy-paste practical lab sessions with verified, session-based foundation-first learning. It auto-generates authenticated practical files, provides real-time faculty dashboards, and embeds industry-standard DSA problems directly into the lab curriculum.
Foundation-first learning in Kodin means every student must build their code logic natively — character by character — without copy-paste shortcuts. The environment enforces genuine understanding by blocking clipboard use, guiding students with a Socratic AI mentor, and measuring actual problem-solving ability rather than submission volume.
Kodin's AI guided learning layer uses a Socratic mentorship approach — it asks guiding questions and explains concepts but never provides direct code solutions or final answers. Solution output is technically blocked at the system level. All AI interactions are logged and faculty-reviewable.
Yes. Kodin is designed for any engineering institution looking to upgrade practical labs, eliminate copy-paste culture, and ensure academic integrity. It works in Windows and Mac Os with no additional setup required, making it accessible for colleges across India — from Tier 1 institutions to regional engineering colleges.
For every learner, educator, and institution that believes learning should mean thinking — not just completing.
NOT A CHATBOT · NOT A PLAGIARISM CHECKER · A THINKING MACHINE
No credit card required · Full onboarding support included · +91 81606 28257 · A product of Autometa Labs Pvt Ltd
At Autometa Labs, we're on a mission to transform how engineering colleges teach and assess coding. Join a passionate team reimagining education — one keystroke at a time.
Hands-on roles for students and recent graduates who want real product experience.
Work directly on Kodin's web dashboard and editor UI. You'll build real features used by thousands of students and faculty — not toy projects.
Help build the API infrastructure powering real-time keystroke tracking, plagiarism detection, and practical file generation for engineering labs.
Design intuitive, accessible interfaces for the student coding environment and faculty dashboard. Your work will directly shape how thousands of users experience academic integrity software.
Help expand Kodin's institutional reach by connecting with HODs, Deans, and faculty across engineering colleges in India.
For experienced professionals ready to own significant product and GTM challenges.
Define the roadmap for Kodin's product suite. Work closely with faculty, HODs, and students to translate real educational pain points into prioritized features that ship.
Close institutional deals with engineering colleges across India. Manage the full sales cycle from prospecting HODs and Deans to onboarding new institutions onto Kodin.