Automatic Skill Generation for Web Agents

Hallucination detection without LLM

Synthetic Textile Data with Blender and Generative AI

This blog shares the latest version of our synthetic-data pipeline for generating better training data with Blender. We render a synthetic view of the textile on a table from differen...

Prompt Evolution

This blog aims to develop an abstract framework to store prompts of agentic functions in a graph database (considered Neo4j for this example). These prompts will be versioned over cha...

Security layer for mcp server

This started as an internal project where we needed a structured, reusable security layer for an MCP server we built to expose database queries and data to different user roles such a...

Improve small language model monitoring in production

I read the paper Pioneer Agent and found several interesting ideas that are highly relevant for building agentic workflows in production systems. We have used some learning in our pro...

Can a Gemini LLM beat StepLR for ResNet-18 on CIFAR-10?

I wanted to see if a Gemini LLM, called once per epoch, could pick a better learning rate than a fixed StepLR schedule for ResNet-18 on CIFAR-10.

Zero trust data pipeline framework

We have all experienced the pain of data loss or data incorrectness in our batch data pipelines. To address this, I designed a framework for ensuring data correctness at every stage o...

Asyncio_to_thread

Optimizing Python Asyncio Performance with asyncio.to_thread