THE LOGS
A deep-dive build log for every project I've shipped. Architecture diagrams, code, what broke, what worked. Twelve posts, all written, all linked.
PatchPilot: Six AI Agents Walk Into a Repo
A multi-agent pipeline that decodes, scans, classifies, retrieves, patches, and validates — with a local LLM in the loop for the parts where pattern matching alone falls flat.
// READ FULL LOGRealTimeDefender — Hybrid AI IDS at the Edge
Random Forest + bidirectional LSTM stack catching attacks at 10k packets/sec. INT8-quantized to fit on a Pi 4 with 0.3% F1 loss.
Project AirGuard — A Drone That Watches Pollution
Vehicle classification AI on edge hardware, MQTT telemetry, and the urban pollution data nobody wants to admit they need.
A Travel Router That Tunnels Everything
Pi + OpenWRT + WireGuard + ad-blocking. A pocket-sized network that follows me through every dodgy hotel Wi-Fi.
Soldering GPS Onto an ESP32 Marauder
Wiring the GY-GPS6MV2, patching firmware, and the display tweak that fixed everything I broke trying to fix it.
The Hacker's Backpack Kit
Three Pis, a Marauder, an NRF, an NFC reader, and a long-range adapter — all packed into one bag, all running on battery.
Three Pi Mini-Projects in One Weekend
A Wi-Fi scanner, a BLE sniffer, and an NFC/RFID toolkit — built, deployed, documented in 48 hours.
A Self-Hosted SFTP Server That Hides From The Internet
Samba + Pi + ZeroTier mesh networking. Layered auth, no public ports. The setup I trust with my own files.
AdGuard At The DNS Layer
Network-wide ad-blocking + malware filtering on a Raspberry Pi. The setup, the gotchas, the queries-per-second.
PiVPN — A WireGuard Endpoint You Actually Own
Self-hosted WireGuard on Raspberry Pi. The fastest VPN setup I've ever done, and the privacy upside of running your own.
Inside the Wi-Fi Pen-Test Lab
Aircrack-ng, Reaver, Fluxion — the methodology I use against my own gear and what each tool actually teaches you.
A Containerised Cybersec Range That Boots In 90 Seconds
Kali + DVWA + Juice Shop + Pi-hole + a custom victim VM, all in one docker-compose. Reproducible, disposable, perfect.