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Lizzie Siegle
entire dev advocate | js + python hacker, but has been seen writing haskell + swift | chatbot + ml enthusiast | disney, pikachu, #gsw fan. newsletter: https://lizziepika.substack.com/
Articles by @lizziepika
Browse the latest writing surfaced through DevArt.
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The Staircase App Mystery: Trace Code Changes with Entire
I love walking in San Francisco! To celebrate Walktober, I built an app to explore San Francisco’s...

Can You Beat an LLM? Building Humans vs. Humanity's Last Exam
Learn about Humans vs HLE, a quiz app that pits you against frontier models on Humanity's Last Exam, including what it does, how it's made, it's uncheatable server-side grading and Durable Objects leaderboard, local setup, and more.

Never forget to enter the Stern Grove lottery again!
Browser automation with Playwright, Python, GitHub Actions, and Entire to auto-enter San Francisco Stern Grove concert lotteries each week!

Agents write code, but they don't remember
Code generation is solved, but memory isn't. Here's an argument for why the SDLC is inverting with intent becoming the spine and code becoming a layer you drill into, explaining what teams lose every time an agent's reasoning disappears.

The Ralph Loop Is Not Enough!
The Ralph loop Is not enough! Looping is all the rage right now, but without a state machine, your agent can confidently repeat itself over and over and call it a job well done. Here's what I mean:

Put your Coding Agents in Drive w/ Superpowers (aka How Superpowers is the Automatic Transmission of Agentic Coding)
A brief breakdown of Superpowers, the most-starred methodology in the Claude Code ecosystem, through an automatic transmission analogy.

Claude Code Slash Commands You Should Know (I didn't either)
Here are some Claude Code slash commands you may not know (I didn't know these.)
Building a WNBA Analytics Dashboard with Streamlit, LangChain, and Cloudflare Workers AI
Generate and view WNBA stats and analytics by team, season, and position in pretty data visualizations, compare two players head-to-head, ask an AI chatbot questions about the data, get AI insights, see WNBA teams' locations on a map of America.
Building a WNBA Analytics Dashboard with Streamlit, LangChain, and Cloudflare Workers AI
Generate and view WNBA stats and analytics by team, season, and position in pretty data visualizations, compare two players head-to-head, ask an AI chatbot questions about the data, get AI insights, see WNBA teams' locations on a map of America.
Building a WNBA Analytics Dashboard with Streamlit, LangChain, and Cloudflare Workers AI
Generate and view WNBA stats and analytics by team, season, and position in pretty data visualizations, compare two players head-to-head, ask an AI chatbot questions about the data, get AI insights, see WNBA teams' locations on a map of America.

Build a Route Generator App with Cloudflare Workers AI, LangChain, Streamlit, and Mapbox
Generate an optimal path on a map a la Traveling Salesman Problem to hit different landmarks in an input city using Cloudflare Workers AI (using LlaMA-3.1), LangChain (for prompt templates and comma separated list output parser), Mapbox to create a map and get information about cities and landmarks in those cities, and Folium to edit the map.

Summarize articles with Cloudflare Workers AI LoRAs
Learn to create a web app in Python that summarizes the contents of an input URL using Cloudflare Workers AI public LoRA adapters, Streamlit, and Beautifulsoup.

Create AI-generated art via SMS with Replicate in Python
Generate art with AI and Replicate's stable diffusion model via SMS in Python

Build an AI Personal Trainer with LangChain Agents and SendGrid
Learn how to use AI to run a faster marathon! This tutorial will go over how to build a personal AI marathon trainer with SendGrid, Strava API, Streamlit, and LangChain agents and few-shot prompt templates.

Build an AI SMS Chatbot with Replicate, LLaMA 2, and LangChain
Learn to build an SMS chatbot powered by AI using the LLaMA 2 model, Replicate, and LangChain with Twilio!

Build a SMS Bot that Answers questions over Docs with LangChain in Python
This blog post was written for Twilio and originally published on the Twilio blog. With Natural...

Build a Basketball SMS Chatbot with LangChain Prompt Templates in Python
This tutorial will help you understand LangChain, Tools, Prompts, and Prompt Templates, teaching you how to build a SMS chatbot with LangChain Prompt Templates.

How to Fine-Tune an OpenAI ML Model with Node.js
Need to customize a machine learning model? Learn how to add your own data and use it to fine-tune an existing OpenAI model!

Build a ChatGPT-like SMS Chatbot with OpenAI and Python
Web browser who? Learn to build a ChatGPT-like SMS Chatbot using Python, Twilio, and the OpenAI API

Build a Serverless ChatGPT SMS Chatbot with the OpenAI API
Who needs a web browser? Learn to build a serverless ChatGPT SMS Chatbot using the OpenAI API, Twilio Programmable Messaging, and Node.js

Pull Congressional Data via SMS with the Congress API and JavaScript
Pull data about Congress via SMS using the new Congress API and Twilio Serverless!

How to Send SMS from Airtable in 1 Minute
Learn how to send an sms from Airtable with no-code in 1 minute

SMS Notifications On Pageviews with Segment and JavaScript
Learn how to send SMS notifications whenever a webpage is viewed using Twilio Segment, the Twilio Serverless Toolkit, and JavaScript.

Parse Airtable with SMS for Climate Non-Profits with JavaScript and Twilio Serverless
Learn how to build a serverless JavaScript app to parse an Airtable of eco-friendly non-profits, and see what they are working on via SMS.

How to Make a Wordle Solver with Twilio Serverless, Studio, and SMS
Learn how to build a Wordle solver over SMS using Twilio Serverless, Studio, JavaScript, and the Datamuse API!
Build a Wordle-like SMS game with Twilio Serverless in JavaScript
Learn how to build Twilio's just-for-fun homage to Wordle builder Josh Wardle. Completed your web Wordle for the day? Keep busy until the next official Wordle via text!

Automate Text Message Reminders with Airtable, Twilio Studio, and JavaScript
Learn how to automate text message reminders to be sent periodically using Airtable, Twilio Studio, and JavaScript

Detect Objects in a Serverless Twilio Video App with TensorFlow.js
This blog post was written for Twilio and originally published on the Twilio blog. Object detection...

Mask or no mask? With Twilio Video, machine learning, and JavaScript
Learn how to detect whether someone is wearing a mask or not in a video call with the ml5.js library, Twilio Programmable Video, and the Twilio Serverless Toolkit with JavaScript.
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