Evidence overempty claims.

The Challenge

Scanning codebases for vulnerabilities is traditionally slow and generates complex reports full of false positives, which developers end up ignoring.

Our Solution

We designed a secure, real-time LLM scanning engine that analyzes Git diffs and outputs clean, plain-English security reviews directly in developer pull requests.

The Challenge

In-memory key-value stores are fast but operate as black boxes, making debugging memory spikes and key distributions extremely difficult for operators.

Our Solution

We developed a lightweight key-value database written in Go, featuring a real-time terminal and dashboard UI showing cache hit rates, memory use, and command flows.

The Challenge

Small business owners struggle with fragmented software for invoices, client scheduling, and team chats, which slows down daily operations.

Our Solution

We built a unified mobile application combining invoicing, automated reminders, secure team channels, and customer booking inside one clean interface.

The Challenge

Professionals lose hours sorting through promotional noise, threads, and notification spam to find messages requiring immediate actions.

Our Solution

We developed an email client layer with local vector embedding classifiers that automatically group emails into smart priority categories and summarize long threads.

The Challenge

Company wikis and product docs quickly go stale and become unsearchable, causing teams to repeatedly ask the same questions in chat channels.

Our Solution

We built a documentation platform that imports Git wikis, auto-detects outdated pages via file history, and exposes a secure Slack/Discord Q&A bot.

The Challenge

Integrating production payment processors requires strict sandbox settings that make simulating edge cases (declined cards, bank errors) slow to test.

Our Solution

We created a mock payment gateway that lets developers trigger specific HTTP header errors to simulate precise success/failure states.