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Shrijith Venkatramana

Founder @ hexmos.com. Building https://hexmos.com/livereview/git-lrc

Joined Joined on  Personal website https://hexmos.com/livereview/git-lrc github website twitter website

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UCI

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hexmos.com

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

#api #postman #opensource #git
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8 min read
Synthetic Data: The Hidden Ingredient That Made Modern LLMs Scale
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Synthetic Data: The Hidden Ingredient That Made Modern LLMs Scale

#ai #webdev #programming #productivity
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5 min read

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The Scaling Laws That Made LLMs Work
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The Scaling Laws That Made LLMs Work

#ai #webdev #programming #productivity
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5 min read
Reinforcement Learning with Verifiable Rewards: Why AI is Learning to Grade Its Own Homework
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Reinforcement Learning with Verifiable Rewards: Why AI is Learning to Grade Its Own Homework

#ai #webdev #programming #productivity
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5 min read
TPUs vs GPUs: How Google's Tensor Processing Units Actually Work
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TPUs vs GPUs: How Google's Tensor Processing Units Actually Work

#ai #webdev #programming #productivity
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5 min read
Multi-Step Learning Rate Schedulers in LLM Training: Why Some Teams Are Moving Beyond Cosine Decay
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Multi-Step Learning Rate Schedulers in LLM Training: Why Some Teams Are Moving Beyond Cosine Decay

#ai #webdev #programming #productivity
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5 min read
The Three Phases of Post-Training: How LLMs Learn to Provide Sensible Responses
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The Three Phases of Post-Training: How LLMs Learn to Provide Sensible Responses

#ai #webdev #programming #productivity
Comments
5 min read
Generative Pre-Training and Discriminative Fine-Tuning: The Two-Step Recipe Behind Modern AI
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Generative Pre-Training and Discriminative Fine-Tuning: The Two-Step Recipe Behind Modern AI

#ai #webdev #programming #productivity
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5 min read
NCCL: The Hidden Engine Behind Multi-GPU LLM Training
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NCCL: The Hidden Engine Behind Multi-GPU LLM Training

#ai #webdev #programming #productivity
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5 min read
Fused Kernels in LLMs: Reducing Memory Bandwidth Bottlenecks Through GPU Kernel Fusion
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Fused Kernels in LLMs: Reducing Memory Bandwidth Bottlenecks Through GPU Kernel Fusion

#ai #webdev #programming #productivity
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5 min read
Prompt Caching in LLMs: The Hidden Optimization Saving Millions of GPU Hours
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Prompt Caching in LLMs: The Hidden Optimization Saving Millions of GPU Hours

#ai #webdev #programming #productivity
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5 min read
KV Cache in LLMs: The Optimization That Makes Modern AI Models Feel Fast
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KV Cache in LLMs: The Optimization That Makes Modern AI Models Feel Fast

#ai #webdev #programming #productivity
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8 min read
PEFT Explained: How to Fine-Tune LLMs Without Retraining Billions of Parameters
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PEFT Explained: How to Fine-Tune LLMs Without Retraining Billions of Parameters

#ai #webdev #programming #productivity
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5 min read
FlashAttention Explained: The Optimization That Made Modern LLMs Practical
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FlashAttention Explained: The Optimization That Made Modern LLMs Practical

#ai #webdev #programming #productivity
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5 min read
Mixture of Experts (MoE) Explained Simply: How Modern AI Models Get Bigger Without Getting Slower
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Mixture of Experts (MoE) Explained Simply: How Modern AI Models Get Bigger Without Getting Slower

#ai #beginners #llm #machinelearning
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5 min read
Speculative Decoding: How LLMs Generate Tokens Faster Without Changing the Answer
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Speculative Decoding: How LLMs Generate Tokens Faster Without Changing the Answer

#ai #webdev #programming #productivity
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5 min read
The Top Golang Mocking Libraries in 2026: A Practical Comparison
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The Top Golang Mocking Libraries in 2026: A Practical Comparison

#ai #webdev #programming #go
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5 min read
What's Happening With AI Token Prices, and What It Means for Your Budget
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What's Happening With AI Token Prices, and What It Means for Your Budget

#ai #tokeneconomics #inferencecosts #llms
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7 min read
Getting Started with Genkit in Go: Building Production-Ready AI Applications Without Reinventing the Wheel
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Getting Started with Genkit in Go: Building Production-Ready AI Applications Without Reinventing the Wheel

#ai #webdev #programming #productivity
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5 min read
Steering Vectors: The Hidden Control Knobs Inside Large Language Models
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Steering Vectors: The Hidden Control Knobs Inside Large Language Models

#ai #webdev #programming #productivity
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5 min read
Use claude-lrc Reviews to Make Your Prod More Stable
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Use claude-lrc Reviews to Make Your Prod More Stable

#ai #webdev #programming #productivity
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4 min read
The Most Surprising Idea in AI Image Generation: Sculpting Meaning from Noise
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The Most Surprising Idea in AI Image Generation: Sculpting Meaning from Noise

#ai #webdev #programming #productivity
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4 min read
Building Truly Cross-Platform Claude Code Hooks with Go, Bash, PowerShell, WSL, and Git-Bash
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Building Truly Cross-Platform Claude Code Hooks with Go, Bash, PowerShell, WSL, and Git-Bash

#ai #webdev #programming #productivity
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4 min read
Lean4 Might Be the Missing Piece in AI: Why Theorem Provers Are Suddenly Everywhere
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Lean4 Might Be the Missing Piece in AI: Why Theorem Provers Are Suddenly Everywhere

#ai #webdev #programming #productivity
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5 min read
I Pointed Chrome's Prompt API at a 1.25 Million Character Memoir, and It Got Interesting Fast
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I Pointed Chrome's Prompt API at a 1.25 Million Character Memoir, and It Got Interesting Fast

#ai #webdev #programming #productivity
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8 min read
10 Most Important Things You Should Learn in Lean 4
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10 Most Important Things You Should Learn in Lean 4

#beginners #computerscience #programming #tutorial
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4 min read
Type Inhabitation in Lean: Why “Hello {name}” Can Become a Theorem
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Type Inhabitation in Lean: Why “Hello {name}” Can Become a Theorem

#ai #webdev #programming #productivity
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4 min read
Claude Code Hooks 101: Turning Your AI Coding Assistant Into an Automated Teammate
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Claude Code Hooks 101: Turning Your AI Coding Assistant Into an Automated Teammate

#ai #webdev #programming #productivity
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5 min read
Lean 4 for Programmers: Building a Todo List with Proof
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Lean 4 for Programmers: Building a Todo List with Proof

#ai #webdev #programming #productivity
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4 min read
Lean 4 101 for Python Programmers: A Gentle Introduction to Theorem Proving
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Lean 4 101 for Python Programmers: A Gentle Introduction to Theorem Proving

#ai #webdev #programming #productivity
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5 min read
Understanding AI Code Fast: A 60-Second Habit for Institutional Memory
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Understanding AI Code Fast: A 60-Second Habit for Institutional Memory

#ai #codereview #institutionalmemory #softwareengineering
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6 min read
Dependent Types for Programmers: A Practical Introduction Using Lean 4
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Dependent Types for Programmers: A Practical Introduction Using Lean 4

#ai #webdev #productivity #programming
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4 min read
From Logic to Code: Understanding the Curry–Howard Correspondence in Lean
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From Logic to Code: Understanding the Curry–Howard Correspondence in Lean

#ai #programming #beginners #learning
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4 min read
Designing Reliable Permission Models with Lean 4
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Designing Reliable Permission Models with Lean 4

#ai #webdev #productivity #programming
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5 min read
Rust and Zig Solve the Same Problems Very Differently
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Rust and Zig Solve the Same Problems Very Differently

#webdev #programming #beginners #learning
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7 min read
A New Method for Stable Software: Micro Code Reviews for the AI Era

Atomic units vs architectural fragmentation
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A New Method for Stable Software: Micro Code Reviews for the AI Era

#ai #codereview #softwareengineering #git
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7 min read
FastMCP: Build Production-Ready MCP Servers in Python with Minimal Boilerplate
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FastMCP: Build Production-Ready MCP Servers in Python with Minimal Boilerplate

#ai #webdev #productivity #programming
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5 min read
State of Linux Terminal Emulators in 2026
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State of Linux Terminal Emulators in 2026

#webdev #programming #productivity #beginners
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10 min read
The Subsidy Era Is Over: A Reality Check on AI-Powered Dev Tool Pricing
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The Subsidy Era Is Over: A Reality Check on AI-Powered Dev Tool Pricing

#ai #developertools #pricing #codereview
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6 min read
MCP is APIs for Agents
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MCP is APIs for Agents

#ai #programming #productivity #beginners
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6 min read
Why Agentic Engineering Must Replace Vibe Coding
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Why Agentic Engineering Must Replace Vibe Coding

#ai #softwareengineering #agenticengineering
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5 min read
Responsible Design: Shaping Large-Scale Consequences by Organizing Agents
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Responsible Design: Shaping Large-Scale Consequences by Organizing Agents

#discuss #agents #ai #design
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6 min read
We Built a Free AI Code Review That Runs on Every Commit
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We Built a Free AI Code Review That Runs on Every Commit

#webdev #ai #programming #beginners
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3 min read
The future belongs to those who can refute AI, not just generate with AI
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The future belongs to those who can refute AI, not just generate with AI

#discuss #career #ai #programming
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9 min read
AI Is Stress-Testing Software Engineering as a Profession
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AI Is Stress-Testing Software Engineering as a Profession

#webdev #programming #ai #beginners
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5 min read
Story of a TCP Packet: An Intuitive Entrypoint To Linux Networking
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Story of a TCP Packet: An Intuitive Entrypoint To Linux Networking

#webdev #programming #linux #networking
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6 min read
A Deep Dive Into How Go Modules Work
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A Deep Dive Into How Go Modules Work

#programming #go #beginners #productivity
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5 min read
Try These Under The Radar Golang Features to Do More With Less
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Try These Under The Radar Golang Features to Do More With Less

#go #programming #beginners #productivity
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6 min read
Gatsby or Astro: Picking the Right Tool for Content-Heavy Websites
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Gatsby or Astro: Picking the Right Tool for Content-Heavy Websites

#webdev #programming #javascript #beginners
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5 min read
Unpacking Git's Branching: A Look at the Internals
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Unpacking Git's Branching: A Look at the Internals

#programming #beginners #productivity #devops
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5 min read
Building a Row Echelon Form Checker in Python and Go with Tests
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Building a Row Echelon Form Checker in Python and Go with Tests

#programming #beginners #python #go
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5 min read
Turning PostgreSQL into a Robust Queue for Go Applications
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Turning PostgreSQL into a Robust Queue for Go Applications

#programming #beginners #tutorial #go
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6 min read
Advanced AWS S3 Management: Mastering Instance Tiers and Lifecycle Controls
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Advanced AWS S3 Management: Mastering Instance Tiers and Lifecycle Controls

#aws #devops #tutorial #performance
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8 min read
Postfix vs. Dovecot: Key Differences for Building Email Systems
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Postfix vs. Dovecot: Key Differences for Building Email Systems

#programming #productivity #devops #opensource
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6 min read
Git Notes Unraveled: History, Mechanics, and Practical Uses
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Git Notes Unraveled: History, Mechanics, and Practical Uses

#programming #beginners #devops #opensource
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5 min read
How Email Really Works: Protocols, Systems, and Their Connections
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How Email Really Works: Protocols, Systems, and Their Connections

#programming #beginners #python #devops
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6 min read
Beyond LLMs: Awesome NLP Things One can Do With SpaCy
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Beyond LLMs: Awesome NLP Things One can Do With SpaCy

#programming #ai #beginners #python
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5 min read
DNS: How It Works with Practical Examples
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DNS: How It Works with Practical Examples

#programming #webdev #beginners #tutorial
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5 min read
Animate Your Ideas: Getting Started with Manim for Math Visuals
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Animate Your Ideas: Getting Started with Manim for Math Visuals

#beginners #programming #python #tutorial
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5 min read
Mastering Makefiles: From Beginner Basics to Pro-Level Patterns and Tricks
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Mastering Makefiles: From Beginner Basics to Pro-Level Patterns and Tricks

#automation #beginners #tooling #tutorial
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6 min read
Making Sense of Linear Independence with Python
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Making Sense of Linear Independence with Python

#beginners #datascience #python #tutorial
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6 min read
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