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I did not load every email into the context window at once, and I did not use a literal sliding window over your entire inbox.

I treated Gmail more like a database that I could query repeatedly. The overall pattern was:

1. Search narrowly for candidate travel emails. I queried Gmail by year and by travel-oriented terms/providers: Airbnb, Alaska, Delta, Southwest, Booking.com, Vrbo, Turo, Expedia, “check in,” “trip,” “reservation,” etc. That gives a relatively small candidate set rather than thousands of unrelated emails.

2. Read only the promising messages. Search results usually give enough metadata/snippets to decide which emails matter. I then opened specific messages—receipts, boarding/check-in emails, hotel folios, post-stay reviews, rental confirmations—and extracted the useful facts:

   • dates

• origin/destination

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Safe Markdown Rendering in a Streaming Chat UI

Repository-neutral guide to rendering model-generated Markdown while a response is still arriving.

Outline

1. Rendering contract
2. Dependencies and parser configuration
3. Safe rendering pipeline

theptrk

import requests
import os
import json

TOOL_SPECS = [
    {
        "type": "function",
        "function": {
            "name": "read_file",
            "description": "Read the contents of a file",

theptrk

import requests
import os
import json

TOOL_SPECS = [
    {
        "type": "function",
        "function": {
            "name": "read_file",
            "description": "Read the contents of a file",

theptrk

Secure Mini DOM Framework

A lightweight, secure alternative to building DOM elements without innerHTML security risks.

Overview

This framework provides a safe way to create DOM elements programmatically, avoiding XSS vulnerabilities common with string-based HTML generation.

Core Implementation

theptrk

def mock_api_stream():
    MESSAGE_CONTENTS = [
        "mess",
        "age",
        " start",
        ":",
        " This",
        " is",
        " a",
        " nice ",

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"""Example of a simple nurse scheduling problem."""

from ortools.sat.python import cp_model


class Nurse:
    def __init__(self, name, start):
        self.name = name
        self.start = start

theptrk

function get_git_repo_url() {
  # Get the SSH URL from the current Git configuration
  local ssh_url=$(git config remote.origin.url)

  # Check if ssh_url is empty
  if [ -z "$ssh_url" ]; then
    echo "Not a git repository or no origin set"
    return 1
  fi

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alias did='vim ~/did.txt'
alias todo='vim ~/todo.txt'
alias zrc='vim ~/.oh-my-zsh/custom/myaliases.zsh'
alias zs='exec zsh'
alias gotodidlist='cd ~/projamming/todidlistdjango/todidlist'
 
alias ls='ls -1p'
alias rm='rm -i'

alias ga='git add'

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Excerpt From
Deployment from Scratch
Josef Strzibny
This material may be protected by copyright.