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vipulnsward / local-ai-brain-public-gist.md
Created April 25, 2026 02:39
Building a Local AI Brain From My Own Work Signals

Building a Local AI Brain From My Own Work Signals

I wanted an AI assistant that understands my taste, not just my prompt.

Generic assistants are useful, but they start cold. They do not know how I review code, how I write technical posts, what I consider risky, or which tradeoffs I usually make. So I built a local-first "brain" that learns from my own work history and turns that into reusable guidance for coding, writing, reviews, and project memory.

The goal is simple: better defaults.

Not automation for automation's sake. Not a replacement for judgment. Just a way to make the assistant start closer to how I already think.

@vipulnsward
vipulnsward / flowform-submissions.csv
Last active April 16, 2026 06:45
FlowForm waitlist submissions for Deccan Queen on Rails (Apr 9-16, 2026)
submission_number email first_seen_date source in_deccanqueen_inbox in_vipul_inbox
1 monalishinde810@gmail.com 2026-04-09 homepage-waitlist yes yes
2 sana@saeloun.com 2026-04-10 homepage-waitlist yes no
3 admin@saeloun.com 2026-04-10 homepage-waitlist yes yes
4 mansig.1987@gmail.com 2026-04-10 homepage-waitlist yes no
5 yashika270499@gmail.com 2026-04-10 homepage-waitlist yes no
6 adityapandit38@gmail.com 2026-04-10 homepage-waitlist yes no
7 vishwajeetsinghd@gmail.com 2026-04-10 homepage-waitlist yes no
8 sukale0707@gmail.com 2026-04-12 homepage-waitlist yes no
9 aadimishra24@gmail.com 2026-04-12 homepage-waitlist yes yes
@vipulnsward
vipulnsward / efficient_rate_limiting.md
Created August 8, 2025 11:59
Efficient Rate Limiting and Coalescing for Background Jobs - Sidekiq, Shoryuken, and more
@vipulnsward
vipulnsward / requirements.txt
Created September 17, 2016 11:07
simplejson==3.8.1
requests==2.6.0
robotframework==2.9.2
robotframework-selenium2library==1.7.4
robotframework-pabot==0.20
@vipulnsward
vipulnsward / keybase.md
Created June 2, 2016 18:14

Keybase proof

I hereby claim:

  • I am vipulnsward on github.
  • I am vipulnsward (https://keybase.io/vipulnsward) on keybase.
  • I have a public key ASDZmmQCKw8hgS-vLO6etlbk41-Og9OjEN3c1u5fMv6B4Qo

To claim this, I am signing this object:

@vipulnsward
vipulnsward / designer.html
Last active August 29, 2015 14:09
designer
<link rel="import" href="../chart-js/chart-js.html">
<link rel="import" href="../core-icons/core-icons.html">
<link rel="import" href="../core-icon/core-icon.html">
<link rel="import" href="../core-icon-button/core-icon-button.html">
<link rel="import" href="../core-menu/core-submenu.html">
<link rel="import" href="../core-item/core-item.html">
<link rel="import" href="../core-menu-button/core-menu-button.html">
<link rel="import" href="../topeka-elements/category-images.html">
<link rel="import" href="../core-icons/av-icons.html">
<link rel="import" href="../paper-fab/paper-fab.html">
@vipulnsward
vipulnsward / index.html
Created November 12, 2014 07:15
// source http://jsbin.com/temot
<script src="http://fb.me/react-with-addons-0.11.0.js"></script>
<body>
<script id="jsbin-javascript">
/** @jsx React.DOM */
var App = React.createClass({displayName: 'App',
getInitialState: function() {
var date = new Date();
var hour = date.getHours();
@vipulnsward
vipulnsward / big_decimal_operation_bug.rb
Created March 24, 2014 08:36
require 'bigdecimal'
multiplier = Rational(1,10)
number = BigDecimal.new('1.1773748397827148')
(number / BigDecimal.new(multiplier.to_f.to_s)).round * multiplier
# Result -
# On MRI 2.1.1-
# (6/5) (Class - Rational)
@vipulnsward
vipulnsward / rubymotion_predicate_in_action.rb
Created October 13, 2013 17:10
(main)> price_greater_than_200 = NSPredicate.predicateWithFormat("price > 200")
=> #<NSComparisonPredicate:0x1293bc50>
(main)> products.filteredArrayUsingPredicate(price_greater_than_200)
=> [#<Product:0x9b4f780 @name="iPad Mini" @price=329 @launched_on=2012-11-02 00:00:00 +0530>, #<Product:0x9b4fac0 @name="MacBook Pro" @price=1699 @launched_on=2012-06-11 00:00:00 +0530>, #<Product:0x9b4fe00 @name="iMac" @price=1299 @launched_on=2012-11-02 00:00:00 +0530>]
(main)> price_greater_than_equal = NSPredicate.predicateWithFormat("price >= 1299")
=> #<NSComparisonPredicate:0x9b1b740>
(main)> products.filteredArrayUsingPredicate(price_greater_than_equal)
=> [#<Product:0x9b4fac0 @name="MacBook Pro" @price=1699 @launched_on=2012-06-11 00:00:00 +0530>, #<Product:0x9b4fe00 @name="iMac" @price=1299 @launched_on=2012-11-02 00:00:00 +0530>]
(main)>> price_between = NSPredicate.predicateWithFormat("price BETWEEN {100 , 2000}")
=> #<NSComparisonPredicate:0x1293f3e0>
@vipulnsward
vipulnsward / rubymotion_nspredicate.rb
Created October 13, 2013 16:43
(main)> iPadMiniPredicate = NSPredicate.predicateWithFormat("name = 'iPad Mini'")
=> #<NSComparisonPredicate:0x9d27250>
(main)> products.filteredArrayUsingPredicate(iPadMiniPredicate)
=> [#<Product:0x9b4f780 @name="iPad Mini" @price=329 @launched_on=2012-11-02 00:00:00 +0530>]
(main)> macbookProPredicate = NSPredicate.predicateWithFormat("name = 'MacBook Pro'")
=> #<NSComparisonPredicate:0x9d24d70>
(main)> products.filteredArrayUsingPredicate(macbookProPredicate)
=> [#<Product:0x9b4fac0 @name="MacBook Pro" @price=1699 @launched_on=2012-06-11 00:00:00 +0530>]