Utilize the cache.
Use the cache.
const mode = "utilize";Change the prose. Keep the syntax.
Developer tools, creative experiments, and AI workflows.
Each project has a story. Here’s the work behind it.
Showing 3 projects
Your next thought.
Back at your desk.
A mobile remote for Kiro. Send prompts from your phone and stream responses from your Mac, with QR pairing and expiring sessions.
ONE DESIGN DECISIONPairing codes are single-use; saved sessions have an expiry.

Turn a contribution grid into a canvas. Paint a pattern, preview lettering, and export the Python or Node.js script behind it.
ONE DESIGN DECISIONThe generated script stays readable before you run it.
Utilize the cache.
Use the cache.
const mode = "utilize";Change the prose. Keep the syntax.
A writing toolkit for Claude: research, draft, revise, and plan. Local Python tools check prose while preserving code and structured content.
ONE DESIGN DECISIONProtect code before editing the words around it.
FURTHER EXPLORATIONS
Small utilities, open experiments, and ideas I wanted to understand by building. A little more of the workbench, with notes on each project.
A control plane for web-data pipelines. Detect a broken data contract, prepare a repair, and check the result before approving it.
Offline teaching tools for MCP-compatible assistants: prompt review, ethics scenarios, workshop plans, quizzes, rubrics, and policy checks.
A campus prototype for finding peer tutors, browsing past exam papers, and keeping track of a study-session booking.
A mood becomes a short story, a color palette, and a narrated moment. A small creative experiment with Bedrock and Polly.
A phishing-awareness prototype with model-assisted explanations, practice scenarios, and a learning dashboard.
A security-analysis dashboard for network logs, website security headers, and public vulnerability information.
A local-network file-sharing experiment: open a QR link, upload a file, and download it from another device.
A community-operations prototype for planning events, keeping a team roster, drafting articles, and preparing reusable messages.
A Flutter campus-networking prototype for student profiles, posts, peer connections, clubs, and focused study, with Firebase services and a Pomodoro timer.
Different questions. The same instinct to make something.
THE PERSONAL NOTEBOOK
A few more projects from my personal notebook. Short notes here; public case studies above.
A native macOS MCP debugger organised around INSPECT, GAUGE, and VERIFY, using Swift 6, SwiftUI, AppKit, and Apple Foundation Models.
An Android experiment in on-device scam and UPI-fraud detection using Gemma.
A scholarship-verification tool with an inspectable reasoning trail, built with Next.js and Azure Foundry IQ.
A GitHub Copilot Extension exploring vulnerability scanning inside a developer workflow.
A TypeScript command-line agent built on the Anthropic SDK.
An OpenCode-based CLI that brings in rsCLI features and explores a Codex-derived macOS sandbox.
A native macOS cockpit for Kiro CLI sessions using the Agent Client Protocol.
A command-line agent for Swift and Xcode development.
A dashboard for testing multiple AWS services, with AI-assisted reviews.
A watchdog concept for counterfeit products and maximum-retail-price violations.
A SwiftUI cognitive-science app using Apple Foundation Models.