Topic

Build Log

A collection of 8 issues

Building an Inspect Evals Web Viewer

For the past few months, I've been replicating Quantifying Frontier LLM Capabilities for Container Sandbox Escape with open-source models. Replicating evaluations is pretty straightforward. You open your IDE, download Inspect, then run your tasks. While the interface gets the job done, working inside an IDE feels like a

Can open-source AI agents escape their sandbox containers? (initial results)

Last June, I presented my capstone project at the Technical Alignment Research Accelerator (TARA) Demo Day. The whole thing started with a paper from the UK AI Security Institute called Quantifying Frontier LLM Capabilities for Container Sandbox Escape. From this paper, they introduced SandboxEscapeBench, a benchmark to test whether AI

Building Loomify: Loomify is (kinda) dead

Before we were Loomify, we were Patch, a team of four with varying backgrounds who entered the ASEAN-China-India Youth Leadership Summit 2023 with a gamified circular fashion app. That idea took us to Singapore, then after that competition we went through several pivots (game → marketplace → social seller tool) before we

Building Loomify: Deployments and API Integrations

I have spent my waking hours trying to figure out how to solve my issues in deployment. I've mentioned before that I've been using Cloudflare Workers to host our app. There are features that I like that make me choose this over Vercel and Netlify such

Building Loomify: Routes and Developer Consoles

Today, I was on a mission to fixing how our website redirects its URL paths and domains. We have a lot links plans that focuses on just blogging, job postings, booking a call and so on. On the first assessment of the problem was that we have all this intended

Building a SMS fraud checker

Last April 2025, I had the opportunity to present an AI-powered SMS fraud checker at the Bangko Sentral ng Pilipinas for the Youth Financial Inclusion hackathon. To be honest, this project actually underwent a lot of changes and was originally supposed to be a submission for Apart Research's

Gotta Scam ‘em All - An AI Risk Demonstration

Overview This application is a demonstration of how large language models can assist in persuasive tactics to gain payment or bank details. This application is particularly targeted to children or impressionable teens who might be persuaded to give or transfer money to LLM chatbots that are roleplaying as their favorite

Seequence - An AI-assisted interviewing tool for HR managers

What is Seequence? Our web application aims to make handling emails related to job applications easier by streaming your inbox to our Kanban-style interface that gives you full control on managing replies, scheduling interviews, sending invites, previewing feedback in real time. Artificial Intelligence as a Tool Seequence has built-in AI