Shrijith Venkatramana

Jan 5 '23

Collaborate on APIs for free, with Lama2, git and VSCode

#api #postman #opensource #git

13 reactions

The English Parsing Problem That Led to Modern LLM Transformers

8 min read

Jul 2

The English Parsing Problem That Led to Modern LLM Transformers

Scaled Dot-Product Attention: The 4-Line Algorithm That Powers Modern LLMs

5 min read

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Jul 1

Scaled Dot-Product Attention: The 4-Line Algorithm That Powers Modern LLMs

What Actually Happens When You Train an LLM? Following the First 12 Hours of the Original Transformer

6 min read

Jun 30

What Actually Happens When You Train an LLM? Following the First 12 Hours of the Original Transformer

The Transformer Architecture Behind Modern LLMs: A Developer's Guide to the Diagram That Changed AI

6 min read

Jun 29

The Transformer Architecture Behind Modern LLMs: A Developer's Guide to the Diagram That Changed AI

Self-Attention: The Brilliant Idea That Made Large Language Models Possible

7 min read

Jun 28

Self-Attention: The Brilliant Idea That Made Large Language Models Possible

Sequence Transduction: The Forgotten Problem That Led to Modern LLMs

6 min read

Jun 27

Sequence Transduction: The Forgotten Problem That Led to Modern LLMs

How We Actually Measure Whether an LLM's Output Is Good - BLEU, COMET and BLEURT

5 min read

Jun 26

How We Actually Measure Whether an LLM's Output Is Good - BLEU, COMET and BLEURT

Synthetic Data: The Hidden Ingredient That Made Modern LLMs Scale

5 min read

Jun 25

Synthetic Data: The Hidden Ingredient That Made Modern LLMs Scale

The Scaling Laws That Made LLMs Work

5 min read

Jun 24

The Scaling Laws That Made LLMs Work

Reinforcement Learning with Verifiable Rewards: Why AI is Learning to Grade Its Own Homework

5 min read

Jun 23

Reinforcement Learning with Verifiable Rewards: Why AI is Learning to Grade Its Own Homework

TPUs vs GPUs: How Google's Tensor Processing Units Actually Work

5 min read

Jun 21

TPUs vs GPUs: How Google's Tensor Processing Units Actually Work

16 reactions

Multi-Step Learning Rate Schedulers in LLM Training: Why Some Teams Are Moving Beyond Cosine Decay

5 min read

Jun 20

Multi-Step Learning Rate Schedulers in LLM Training: Why Some Teams Are Moving Beyond Cosine Decay

The Three Phases of Post-Training: How LLMs Learn to Provide Sensible Responses

5 min read

Jun 19

The Three Phases of Post-Training: How LLMs Learn to Provide Sensible Responses

Generative Pre-Training and Discriminative Fine-Tuning: The Two-Step Recipe Behind Modern AI

5 min read

Jun 18

Generative Pre-Training and Discriminative Fine-Tuning: The Two-Step Recipe Behind Modern AI

NCCL: The Hidden Engine Behind Multi-GPU LLM Training

5 min read

Jun 17

NCCL: The Hidden Engine Behind Multi-GPU LLM Training

7 reactions

Fused Kernels in LLMs: Reducing Memory Bandwidth Bottlenecks Through GPU Kernel Fusion

5 min read

Jun 15

Fused Kernels in LLMs: Reducing Memory Bandwidth Bottlenecks Through GPU Kernel Fusion

1 reaction

Prompt Caching in LLMs: The Hidden Optimization Saving Millions of GPU Hours

5 min read

Jun 14

Prompt Caching in LLMs: The Hidden Optimization Saving Millions of GPU Hours

KV Cache in LLMs: The Optimization That Makes Modern AI Models Feel Fast

5 min read

Jun 13

KV Cache in LLMs: The Optimization That Makes Modern AI Models Feel Fast

PEFT Explained: How to Fine-Tune LLMs Without Retraining Billions of Parameters

8 min read

Jun 12

PEFT Explained: How to Fine-Tune LLMs Without Retraining Billions of Parameters

FlashAttention Explained: The Optimization That Made Modern LLMs Practical

5 min read

Jun 11

FlashAttention Explained: The Optimization That Made Modern LLMs Practical

Mixture of Experts (MoE) Explained Simply: How Modern AI Models Get Bigger Without Getting Slower

5 min read

Jun 10

Mixture of Experts (MoE) Explained Simply: How Modern AI Models Get Bigger Without Getting Slower

#ai #beginners #llm #machinelearning

Speculative Decoding: How LLMs Generate Tokens Faster Without Changing the Answer

5 min read

Jun 9

Speculative Decoding: How LLMs Generate Tokens Faster Without Changing the Answer

The Top Golang Mocking Libraries in 2026: A Practical Comparison

5 min read

Jun 8

The Top Golang Mocking Libraries in 2026: A Practical Comparison

#ai #webdev #programming #go

What's Happening With AI Token Prices, and What It Means for Your Budget

5 min read

Jun 7

What's Happening With AI Token Prices, and What It Means for Your Budget

#ai #tokeneconomics #inferencecosts #llms

Getting Started with Genkit in Go: Building Production-Ready AI Applications Without Reinventing the Wheel

7 min read

Jun 6

Getting Started with Genkit in Go: Building Production-Ready AI Applications Without Reinventing the Wheel

Steering Vectors: The Hidden Control Knobs Inside Large Language Models

5 min read

Jun 4

Steering Vectors: The Hidden Control Knobs Inside Large Language Models

Use claude-lrc Reviews to Make Your Prod More Stable

5 min read

Jun 3

Use claude-lrc Reviews to Make Your Prod More Stable

The Most Surprising Idea in AI Image Generation: Sculpting Meaning from Noise

4 min read

Jun 2

The Most Surprising Idea in AI Image Generation: Sculpting Meaning from Noise

Building Truly Cross-Platform Claude Code Hooks with Go, Bash, PowerShell, WSL, and Git-Bash

4 min read

May 31

Building Truly Cross-Platform Claude Code Hooks with Go, Bash, PowerShell, WSL, and Git-Bash

Lean4 Might Be the Missing Piece in AI: Why Theorem Provers Are Suddenly Everywhere

4 min read

May 30

Lean4 Might Be the Missing Piece in AI: Why Theorem Provers Are Suddenly Everywhere

I Pointed Chrome's Prompt API at a 1.25 Million Character Memoir, and It Got Interesting Fast

5 min read

May 29

I Pointed Chrome's Prompt API at a 1.25 Million Character Memoir, and It Got Interesting Fast

10 Most Important Things You Should Learn in Lean 4

8 min read

May 28

10 Most Important Things You Should Learn in Lean 4

#beginners #computerscience #programming #tutorial

Type Inhabitation in Lean: Why "Hello {name}" Can Become a Theorem

4 min read

May 26

Type Inhabitation in Lean: Why "Hello {name}" Can Become a Theorem

Claude Code Hooks 101: Turning Your AI Coding Assistant Into an Automated Teammate

4 min read

May 24

Claude Code Hooks 101: Turning Your AI Coding Assistant Into an Automated Teammate

Lean 4 for Programmers: Building a Todo List with Proof

5 min read

May 23

Lean 4 for Programmers: Building a Todo List with Proof

Lean 4 101 for Python Programmers: A Gentle Introduction to Theorem Proving

4 min read

May 22

Lean 4 101 for Python Programmers: A Gentle Introduction to Theorem Proving

Understanding AI Code Fast: A 60-Second Habit for Institutional Memory

5 min read

May 21

Understanding AI Code Fast: A 60-Second Habit for Institutional Memory

#ai #codereview #institutionalmemory #softwareengineering

13 reactions

Dependent Types for Programmers: A Practical Introduction Using Lean 4

6 min read

May 19

Dependent Types for Programmers: A Practical Introduction Using Lean 4

#ai #webdev #productivity #programming

From Logic to Code: Understanding the Curry–Howard Correspondence in Lean

4 min read

May 18

From Logic to Code: Understanding the Curry–Howard Correspondence in Lean

#ai #programming #beginners #learning

Designing Reliable Permission Models with Lean 4

4 min read

May 17

Designing Reliable Permission Models with Lean 4

#ai #webdev #productivity #programming

Rust and Zig Solve the Same Problems Very Differently

5 min read

May 16

Rust and Zig Solve the Same Problems Very Differently

#webdev #programming #beginners #learning

A New Method for Stable Software: Micro Code Reviews for the AI Era

7 min read

Atomic units vs architectural fragmentation

FastMCP: Build Production-Ready MCP Servers in Python with Minimal Boilerplate

May 12

A New Method for Stable Software: Micro Code Reviews for the AI Era

#ai #codereview #softwareengineering #git

20 reactions

2 comments

7 min read

May 10

FastMCP: Build Production-Ready MCP Servers in Python with Minimal Boilerplate

#ai #webdev #productivity #programming

12 reactions

State of Linux Terminal Emulators in 2026

5 min read

May 9

State of Linux Terminal Emulators in 2026

#webdev #programming #productivity #beginners

7 reactions

The Subsidy Era Is Over: A Reality Check on AI-Powered Dev Tool Pricing

10 min read

May 8

The Subsidy Era Is Over: A Reality Check on AI-Powered Dev Tool Pricing

#ai #developertools #pricing #codereview

6 min read

MCP is APIs for Agents

May 7

MCP is APIs for Agents

#ai #programming #productivity #beginners

Why Agentic Engineering Must Replace Vibe Coding

6 min read

May 6

Why Agentic Engineering Must Replace Vibe Coding

#ai #softwareengineering #agenticengineering

16 reactions

Responsible Design: Shaping Large-Scale Consequences by Organizing Agents

5 min read

May 5

Responsible Design: Shaping Large-Scale Consequences by Organizing Agents

#discuss #agents #ai #design

We Built a Free AI Code Review That Runs on Every Commit

6 min read

The future belongs to those who can refute AI, not just generate with AI

Feb 21

We Built a Free AI Code Review That Runs on Every Commit

#webdev #ai #programming #beginners

21 reactions

8 comments

3 min read

AI Is Stress-Testing Software Engineering as a Profession

Feb 19

The future belongs to those who can refute AI, not just generate with AI

#discuss #career #ai #programming

53 reactions

9 comments

9 min read

Story of a TCP Packet: An Intuitive Entrypoint To Linux Networking

Feb 6

AI Is Stress-Testing Software Engineering as a Profession

#webdev #programming #ai #beginners

26 reactions

2 comments

5 min read

Oct 26 '25

Story of a TCP Packet: An Intuitive Entrypoint To Linux Networking

#webdev #programming #linux #networking

12 reactions

A Deep Dive Into How Go Modules Work

6 min read

Sep 28 '25

A Deep Dive Into How Go Modules Work

#programming #go #beginners #productivity

Try These Under The Radar Golang Features to Do More With Less

5 min read

Sep 26 '25

Try These Under The Radar Golang Features to Do More With Less

#go #programming #beginners #productivity

Gatsby or Astro: Picking the Right Tool for Content-Heavy Websites

6 min read

Sep 24 '25

Gatsby or Astro: Picking the Right Tool for Content-Heavy Websites

#webdev #programming #javascript #beginners

Unpacking Git's Branching: A Look at the Internals

5 min read

Sep 23 '25

Unpacking Git's Branching: A Look at the Internals

#programming #beginners #productivity #devops

8 reactions

Building a Row Echelon Form Checker in Python and Go with Tests

5 min read

Sep 22 '25

Building a Row Echelon Form Checker in Python and Go with Tests

#programming #beginners #python #go

Turning PostgreSQL into a Robust Queue for Go Applications

5 min read

Sep 21 '25

Turning PostgreSQL into a Robust Queue for Go Applications

#programming #beginners #tutorial #go

Advanced AWS S3 Management: Mastering Instance Tiers and Lifecycle Controls

6 min read

Sep 19 '25

Advanced AWS S3 Management: Mastering Instance Tiers and Lifecycle Controls

#aws #devops #tutorial #performance

Postfix vs. Dovecot: Key Differences for Building Email Systems

8 min read

Sep 18 '25

Postfix vs. Dovecot: Key Differences for Building Email Systems

#programming #productivity #devops #opensource

1 reaction