Building a Full-Featured AI Agent
Lessons from rebuilding an AI Agent with simpler LangGraph states, efficient context and tool calls, multi-agent coordination, background tasks, MCP, RAG, and automation.
Ongoing · Continuously improving
Tech
Trying an AI Agent in a Rental Management System
I wanted to try building an AI agent, and a friend's family happened to work in the rental business. So I made a small management system and asked them to help test it.
Akizip: A Native GNOME Archive Manager
A modern archive manager for GNOME built on the 7-Zip engine: verified on Flathub, 20,000+ installs, open source under GPL-3.0, and translated into seven languages.
YOLO Demo on a Static Web Page
A browser-side YOLOv8n demo using ONNX, WebAssembly, Canvas overlays, and static object storage.
R2 Gateway: Cost-Controlled S3-Compatible Object Storage
An S3-compatible gateway that counts R2 operations and blocks requests immediately when configured limits are reached.
AWS Cloud Album Project
A cloud-native photo manager with asynchronous ML classification, S3 storage, SQL metadata, secure Flask APIs, and map-based browsing.
Image Compression May Improve Classification Accuracy
An experiment showing that moderate JPEG compression improved classification accuracy before stronger compression began to remove useful information.
Knowledge Distillation with ResNet for Raw Image Classification
On 13-band EuroSAT images, a distilled ResNet-18 reached 96.65% test accuracy, ahead of both the baseline and its ResNet-50 teacher.
Designing an AI Agent for Touhou-Style Bullet Hell Games
A hybrid bullet-hell controller that reduces the state space with threat estimation, target selection, boundary penalties, and Q-learning tie-breaking.
An IoT Test Tool: Development Notes
Notes from building a cross-platform IoT gateway test tool, including QR scanning, MQTT updates, PyInstaller packaging, certificates, and macOS launch problems.
Touhou Game Simulation Note
Separating floating-point simulation coordinates from rounded display coordinates fixed low-speed bullet direction quantization.
