Tech Mysteries

Decode, Build, Innovate

Building Beyond Code: Embracing the Builder's Mindset

- Who is a Builder?

Building Beyond Code: Embracing the Builder's Mindset

- Who is a Builder?

- Why is a Builder Better than an Average Engineer ?

Building Beyond Code: Embracing the Builder's Mindset

- Who is a Builder?

- Why is a Builder Better than an Average Engineer ?

- How does a Builder think ?

Building Beyond Code: Embracing the Builder's Mindset

- Who is a Builder?

- Why is a Builder Better than an Average Engineer ?

- How does a Builder think ?

- Hacks to execute at GodSpeed

The MVP Approach : Build Smart, Not Hard

- What is an MVP ?

The MVP Approach : Build Smart, Not Hard

- What is an MVP ?

- Why MVP ?

The MVP Approach : Build Smart, Not Hard

- What is an MVP ?

- Why MVP ?

- The MVP Approach

A Concept Build

An AI CLI App

Step 1. Decide on the MVP

An AI CLI App

Step 0. The Bigger Picture

An AI CLI App

Step 1. MVP

Diversion

LLM 101

How LLMs work

LLM 101

How LLMs work

- Neural Network

LLM 101

How LLMs work

- Neural Network

- Token Prediction

LLM 101

How LLMs work

- Neural Network

- Token Prediction

- Context Window

LLM 101

Training Process

LLM 101

Scale of LLMs

LLM 101

Scale of LLMs

- Number of parameters

LLM 101

Scale of LLMs

- Number of parameters

- Parameter count v/s Performance

LLM 101

LLM v/s Human Cognition

LLM 101

LLM v/s Human Cognition

LLM 101

Advanced capabilities

LLM 101

Advanced capabilities

- Tools usage

LLM 101

Advanced capabilities

- Tools usage

- Multimodal Capabilities

Interested in Learning More ?

Andrej Karpathy

Director of AI and Autopilot Vision, Tesla

Co-founder, OpenAI

Interested in Learning More ?

Andrej Karpathy

Director of AI and Autopilot Vision, Tesla

Co-founder, OpenAI

Ilya Sutskever

Co-Inventor, Alexnet

Co-founder, OpenAI

Back to Build

An AI CLI App

Step 2. Build a version that just works

An AI CLI App

Step 2. Build a version that just works

An AI CLI App

Step 3. Stuck ?? Create a Feedback Loop

An AI CLI App

Step 4. Repeat

An AI CLI App

🎉 1st Win: A Working App

An AI CLI App

Step 5: Refactor

An AI CLI App

Step 5: Refactor

🎉 CONGRATULATIONS