Posts

Generative AI mirrors sculpture—from Michelangelo’s marble to Japanese natabori—helping engineers reveal hidden forms within LLMs.

Developing a secure Chrome extension that transcribes audio locally without uploading data to external servers.

Learn how to handle truncated responses when processing large contexts with VertexAI API, using a recursive method to retrieve complete outputs.

Exploring the use of Large Language Models (LLMs) for personal knowledge management, focusing on the challenges and potential solutions for improving output quality and automation.

Create a LocalStack KMS key with fixed custom key material so teammates can encrypt and decrypt the same local test data.

Generative AI is changing the information landscape, but blogging still holds value as a platform for personal expression and creative exploration.

Building a user-friendly Web UI to easily structure and control LLM outputs in JSON format for better integration with applications.

Learn how to minimize risks when manually operating new products before full automation is in place. This post discusses key principles and practical examples to ensure smooth and reliable operations from day one.

Tired of manually tagging my notes, I decided to automate the process using Large Language Models (LLMs). This post explores my journey and the solution I implemented using Vertex AI.

Learn how seemingly harmless markdown image rendering in your LLM application can lead to user data leakage and how to mitigate this security risk.