Andres Diaz-Pace

CONICET Researcher, Software Engineering and Machine Learning enthusiast

[Andres Diaz-Pace @adiazpace]

@tommantonela89 This prototype was implemented with the nice features provided by @llama_index 🦙

[Andres Diaz-Pace @adiazpace]

📷 Exciting news! Our paper " Architecture Exploration and Reflection meet LLM-based Agents" has been accepted at #ICSA2025! w/Antonela (@tommantonela89) and Rafael Capilla

Here's a quick overview of what we've been working 📷1/5

[Andres Diaz-Pace @adiazpace]

What's next?
ReArch opens new doors for GenAI in architecture design. Future work will focus on:
- Improving architecture knowledge grounding 📷
- Adding decision quality metrics 📷
- Validating in real-world scenarios 📷
More discussion at #ICSA2025—stay tuned for updates! 5/5

[Andres Diaz-Pace @adiazpace]

Meet ReArch: A proof-of-concept design agent based on #llama_index!
ReArch adapts the ReAct and LATS agent frameworks to make design agents smart, autonomous, and accessible to practitioners. It can analyze requirements, explore patterns and recommend alternative decisions. 3/5

[Andres Diaz-Pace @adiazpace]

What are the initial results?
We tested ReArch on a case study involving multiple patterns. The results show promise in combining architectural knowledge with LLM-based reasoning for better decisions. 4/5

[Andres Diaz-Pace @adiazpace]

We focused on exploring how LLMs can transform the architecture design process by enabling agents to search for patterns, evaluate tactics, and refine decisions—all using natural language. 2/5

[Andres Diaz-Pace @adiazpace]

Hackaton

[Andres Diaz-Pace @adiazpace]

Nuevo evento de https://t.co/jWLYhG45wB Estan todos invitados https://t.co/afFfvGEf7H

[Andres Diaz-Pace @adiazpace]

Charla 1

[Andres Diaz-Pace @adiazpace]

Charla 2

[Antonela @tommantonela89]

I'm happy to share that our paper "Leveraging Monte Carlo Tree Search for Group Recommendation" has been accepted at #recsys2024. 😁🥳

w/@adiazpace 

@ACMRecSys

A mini-🧵

[Andres Diaz-Pace @adiazpace]

Stay tuned for more details 💻

[Andres Diaz-Pace @adiazpace]

I'm happy to share that our paper "Helping novice architects to make quality design decisions using LLM-based assistants" has been accepted at #ECSA2024 🥳 @ECSACONF w/@tommantonela89, Rafael Capilla
A mini-🧵

[Andres Diaz-Pace @adiazpace]

Each assistant is specialized in a different design task.

[Andres Diaz-Pace @adiazpace]

https://t.co/v7QwOCCg38

[Andres Diaz-Pace @adiazpace]

Interesante, y también para reflexionar… https://t.co/8WtvpPzY3v

[Andres Diaz-Pace @adiazpace]

@msalvat @RegionCrypto @nicotourne Vamos por mas