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Tech in General

Hari Krishna

Tech in General is a Substack about GenAI, SQL, latest AI developments, Data Engineering, System Design, DSA and other software engineering concepts!

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Latest Issues

Fast and Slow thinking of LLM - how LLM learn to reason

Imagine that we have just finished training a large language model.

It has read books, websites, code, conversations, research papers, and millions of worked examples. It can write fluent paragraphs, complete Python functions, answer factu...

2 months ago
13
2

How to Set Up OpenRouter With Continue in VS Code and save 20$ per month bill on LLM Models

OpenRouter gives developers one API key for accessing many AI models. Continue brings those models into VS Code as a coding assistant for chat, edits, code generation, and autocomplete. Together, they make it possible to experiment with dif...

2 months ago
7

Caching Explained: The Complete Guide Every Software Engineer Should Read (Python, Databases, APIs & AI)

Table of Contents

  • Why Caching Matters: The Numbers Don’t Lie

  • What Gets Deleted When the Cache Is Full?

  • Storing Things in Memory: Your Python Toolbox

  • Speeding Up Your Database

  • HTTP Caching: Let the Web Do the Wor...

2 months ago
5

RAG vs Fine-Tuning: What the Research Actually Reveals in 2026

Most teams ask the wrong question.

They ask:

Thanks for reading Tech in General! Subscribe for free to receive new posts and support my work.

Should we use RAG or fine-tuning?

The better question is:

What should live outside the mo...

2 months ago
16
1

LangGraph 101: From Chains to Agent Workflows

Most LLM apps start as a straight line.

User asks a question. You build a prompt. The model responds. Maybe you parse the output. Done.

That is fine until the app needs to make decisions.

Should it search? Should it call a calculator? Sh...

3 months ago
12
1

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  • Hari Krishna

    Sr R&D Engineer, A Decade of Experience in AI. Goal: Cover 1000 Software Engineering concepts in a year. April 14/26 is the start day of this challenge! Creating signal instead of noise!

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