dsiganos

+-------------------------------------------------------------------+
|                   AI-Enabled Hardware Control                     |
+-------------------------------------------------------------------+

User Input (Natural Language)
       |
       | "scan for Bluetooth devices"
       v
+--------------------------------------------------------------------+
|                      AI Provider Layer                             |

dsiganos

# From Frustrated Developer to Successful Build: My AI-Assisted Embedded Journey

We spent a hackathon day exploring a question: How much can AI actually achieve in embedded development? Can it handle everything from setting up tools, to design, implementation, debugging, and testing?

Working with Mahendra Tailor and Youssif Saeed (who provided valuable Zephyr expertise), we tackled Zephyr RTOS, which we all agree has a steep learning curve. To our astonishment, the answer was yes. AI can handle it all.

By the end of the hackathon, we had built a complete AI-integrated embedded system with Bluetooth connectivity, an AT style command interface, and even deployed an MCP (Model Context Protocol) for connecting the hardware to AI as a learning exercise.

## The Third Time's the Charm

dsiganos

PoC implementation of a brute force attack against WPS - PIN External Registrar

My test environment was Backtrack 5R1 + an Atheros USB adapter.
I used a mac80211/carl9170 driver but any mac80211-based driver should be ok.

DEPENDENCIES:
PyCrypto
Scapy (2.2.0) (does not come with Backtrack)

USAGE:

dsiganos

pragma solidity >=0.4.22 <0.6.0;

contract DepositAndRefund {
    
    mapping (address => uint) public balances;
    
    function get_balance(address party) public view returns (uint) {
        return balances[party];
    }
    

dsiganos

pragma solidity >=0.4.22 <0.6.0;

contract HelloWorld {
    
    string greeting = "Hello world";
    address last_updater;
    
    mapping (address => string[]) public greetings_map;
    
    event HelloEvent(string);

dsiganos

#!/usr/bin/python

import requests
import json

username = ''
password = ''
projectname = ''

url = 'https://api.github.com/repos/%s/%s/issues' % (username, projectname)

dsiganos

#!/usr/bin/python
#
# https://yuji.wordpress.com/2011/06/22/python-imaplib-imap-example-with-gmail
#
# To access gmail emails you must setup two factor authentication and then
# create an application specific password to the email bypassing the
# two factor authentication.

import imaplib
import email

dsiganos

#include "mbed.h"

I2CSlave slave(PA_9,PA_10);                       //configuring pins p27, p28 as I2Cslave
Serial pc (USBTX,USBRX);
void split(float);                             //function to split 4 bcurrentte data
void write_to_master(char);                    //function to write data to master
void FUNC_I2C_SLAVE_MAIN();
DigitalOut myled(LED1);

dsiganos

[
"/ip4/10.189.102.241/tcp/9096/ipfs/Qmdo7ML44MUmqHCqBsAZsv1WKMCQh3kjcktGA3ewHjWjC6",
"/ip4/10.189.102.255/tcp/9096/ipfs/QmUPavTLbQqw89HsUPWRMuFs6SS54FGcSKLAmFF9hs6EZC",
"/ip4/10.189.103.0/tcp/9096/ipfs/QmR2qzY2jknHDPG4pngt3fdYrCfWay2w9iXAr6GmZNUBfq",
"/ip4/10.189.103.10/tcp/9096/ipfs/QmaKqVtAdqCA5FEZu4XiZmBMcEAsjXBAj7fQii4LFd8fMT"
]