macOS desktop assistant that answers from a screenshot, live call audio, the selected project folder, and attached documentation pages. The panel floats click-through over other apps until a shortcut makes it interactive, and each question routes to the Anthropic or OpenAI streaming APIs or to a signed-in Codex or Claude Code CLI. Project access stays read-only, and answers cite the files and lines they drew from.

A tabbed interview-practice workspace that connects three focused labs: Flightlab for drone integrations and C2, RESTcraft for HTTP/API fluency, and SystemForge for system-design interviews. Includes guided missions, simulated failures, browser-saved progress, and a local launcher for running the full practice environment together.

Local diagnostic and RAG platform that correlates HAR traffic, MobileView logs and configuration evidence, PCAP/PCAPNG captures, and retrieved product knowledge to explain performance and network failures. Combines a deterministic rule engine with citation-grounded AI analysis, privacy screening, interactive network maps, multi-format reporting, and Docker or standalone Windows distribution.

Safety-gated LangGraph system for configuring MobileView HUGS infant-protection environments. Converts site configuration sheets into validated intent, detects live drift, proposes a plan, requires human approval and administrator authorization before SOAP/SQL writes, then independently re-reads the system and produces an audit bundle.

Local citation-grounded assistant for a 959-document MobileView and AeroScout knowledge corpus. Uses BM25 retrieval, symptom-vocabulary query expansion, tool-assisted re-query, source citations, Mermaid diagrams, and DOCX/PDF export while keeping raw customer references out of shipped artifacts.