Lizzie Siegle

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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/

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Articles by @lizziepika

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Agents write code, but they don't remember
#ai#sdlc#llms#agents

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.

Lizzie SiegleLizzie Siegle3 min read
27 reactions40 commentsRead full article
The Ralph Loop Is Not Enough!
#ai#loop#ralph#claude

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:

Lizzie SiegleLizzie Siegle2 min read
9 reactions2 commentsRead full article
Build a Route Generator App with Cloudflare Workers AI, LangChain, Streamlit, and Mapbox
#streamlit#langchain#ai#cloudflare

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.

Lizzie SiegleLizzie Siegle10 min read
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Lizzie Siegle developer articles | DevArt