B Manoj Kumar bmkmanoj

LLM Wiki

A pattern for building personal knowledge bases using LLMs.

This is an idea file, it is designed to be copy pasted to your own LLM Agent (e.g. OpenAI Codex, Claude Code, OpenCode / Pi, or etc.). Its goal is to communicate the high level idea, but your agent will build out the specifics in collaboration with you.

The core idea

Most people's experience with LLMs and documents looks like RAG: you upload a collection of files, the LLM retrieves relevant chunks at query time, and generates an answer. This works, but the LLM is rediscovering knowledge from scratch on every question. There's no accumulation. Ask a subtle question that requires synthesizing five documents, and the LLM has to find and piece together the relevant fragments every time. Nothing is built up. NotebookLM, ChatGPT file uploads, and most RAG systems work this way.

Moved to https://api.fmhy.net

Programming as Theory Building

Peter Naur, 1985

PDF: http://pages.cs.wisc.edu/~remzi/Naur.pdf

Introduction

The present discussion is a contribution to the understanding of what programming is. It suggests that programming properly should be regarded as an activity by which the programmers form or achieve a certain kind of insight, a theory, of the matters at hand. This suggestion is in contrast to what appears to be a more common notion, that programming should be regarded as a production of a program and certain other texts.

Debugging tips and tricks

Platform Troubleshooting

Console output too chatty?
Set com.glide.util.Log.developer_filter = true to cut down on non-interactive console log entries such as scheduled workers. (Don't forget to remove it when you're done!)

Utility urls

Note: Fast! These don't need a database.

GlideRecord & GlideAggregate Cheat Sheet ❗

GlideRecord(String tableName) ❗

var gr = new GlideRecord('incident'); // use the incident table
gr.query(); // fetch data from the database
while (gr.next()) { // advance
    gs.info(gr.short_description);
}

ServiceNow UI Developer cheat sheet

Utility URLs

URL	Purpose
/stats.do	Quick stats
/cache.do	Clear your instance cache

Bulk backup and clone git repositories from a list

Get the git repos list

Option A: Generate a list of repos already cloned on a machine

To do this we will use the linux command grep.

Please jump to How to use linux command under Windows? for more information.

How to convert markdown to PDF:

This post reviews several methods for converting a Markdown (.md) formatted file to PDF, from UNIX or Linux machines.

Using `Pandoc`:

$ pandoc How_I_got_svg-resizer_working_on_Mac_OSX.md -s -o test1.pdf

	/**
	* Copyright 2017 Google Inc.
	*
	* Licensed under the Apache License, Version 2.0 (the "License");
	* you may not use this file except in compliance with the License.
	* You may obtain a copy of the License at
	*
	* https://www.apache.org/licenses/LICENSE-2.0
	*
	* Unless required by applicable law or agreed to in writing, software

	import React from 'react';
	import { shallow } from 'enzyme';
	import MyComponent from '../src/my-component';

	const wrapper = shallow(<MyComponent/>);

	describe('(Component) MyComponent', () => {
	it('renders without exploding', () => {
	expect(wrapper).to.have.length(1);
	});