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#!/usr/bin/env python3
"""
FAST Single-Model Email Auto Reply Script
This ultra-optimized script:
1. Uses a single model for ALL tasks (eliminates model switching overhead)
2. Combines multiple steps into single prompts where possible
3. Streamlines processing for minimal latency
4. Maintains quality while maximizing speed
@kwindla
kwindla / voice-agents.md
Created June 23, 2025 23:43
Advice on Voice Agents - June 2025

Advice on Voice AI, June 2025

My top three pieces of advice for people getting started with voice agents.

  1. Spend time up front understanding why latency and instruction following accuracy drive voice AI tech choices.

  2. You will need to add significant tooling complexity as you go from proof of concept to production. Prepare for that. Especially important: build lightweight evals as early as you can.

  3. The right path is: start with a proven, "best practices" tech stack -> get everything working one piece at a time -> deploy to real-world users and collect data -> then think about optimizing cost/latency/etc.

require 'rubygems'
require 'mechanize'
FIRST_NAME = 'FIRST_NAME'
LAST_NAME = 'LAST_NAME'
PHONE = 'PHONE'
EMAIL = 'EMAIL@provider.com'
PARTY_SIZE = 2
SCHEDULE_RANGE = { :start_time => '19:00', :end_time => '20:30' }
@steve-kertes
steve-kertes / get_books_on_shelf.py
Last active August 21, 2024 17:57 — forked from gpiancastelli/goodreads-oauth-example.py
A Python example of how to use OAuth on GoodReads. Includes scripts to pull list of books that are on a shelf and to add all owned books to a shelf.
from string import Template
import oauth2 as oauth
import urlparse
import urllib
import time
import xml.dom.minidom
import sys, getopt
# If you get 'Title Messed Up By Unicode Error' messages try
# export PYTHONIOENCODING=utf-8