Aria AI Agent Nights & Hack Sessions
Hands-on technical engineering sessions hosted by Andrew Jennings. Bring your problems, your laptop, and your hardware—leave with running sovereign agents.
Bring Your Machine
Apple Silicon (M1–M5), Linux servers, or Windows rigs. We help you profile local memory bandwidth, configure quantization, and eliminate rate limits.
Real Business Problems
From Commercial Real Estate T-12 parsing and Mac marketing flyers to e-commerce tax bridges and fleet telemetry—we write code for real use cases.
100% Data Sovereignty
Learn how to own your own intelligence layer independently of corporate CRM gatekeepers, keeping your data on your hardware forever.
Upcoming Agent Night Schedule
Select a session below to reserve your in-person seat or virtual Zoom stream.
Sovereign AI Agent Deployment & Local Apple Silicon Architecture
Hands-on workshop breaking down sovereign AI agent deployment on Apple Silicon (M3/M4/M5 unified memory), setting up dual-tier local/cloud inference, and building custom mobile dispatch bots over Telegram and Signal.
High-Throughput E-Commerce Bridges, Tax Automation & AI Compositors
Building production-grade webhook relays between Shopify/custom stores, tax exemption calculation engines, and multi-model image generation pipelines.
Enterprise Fleet Telemetry, Knox MDM & Hardware Automation
Mastering Zero-Touch mobile device management (MDM), automated tablet provisioning scripts, and integrating GPS/ELD telemetry with AI dispatch assistants.
Google Workspace Automation: Gemini, Apps Script Agents & Sovereign Alternatives
Hands-on build of Gmail triage, Drive filing, and Sheets reporting agents with Apps Script + Gemini, plus a frank teardown of when to migrate workflows off Google to sovereign, self-hosted stacks you actually own.
T-Mobile 5G Fixed Wireless, SD-WAN Failover & Multi-Carrier Resilience
Designing resilient connectivity for real businesses: T-Mobile 5G fixed wireless as primary or backup, multi-carrier SD-WAN failover architecture, and live uptime telemetry dashboards that prove the failover actually works.
Zoom Phone, Zoom Rooms & AI Companion: Building an Intelligent Comms Stack
Deploying Zoom Phone and Zoom Rooms the right way, wiring AI Companion meeting summaries into HubSpot automatically, and automating scheduling end-to-end so no follow-up ever slips through the cracks.
Past Workshop Archives & Skill Downloads
Catch up on previous sessions and download open-source skills, config templates, and playbooks built during live workshops.
Building Multi-Tenant CRM Copilots with Strict Data Isolation
We demonstrated how to build AI CRM assistants that synchronize with HubSpot, Monday.com, and local databases without leaking confidential client contact records or deal terms.
Millimeter-Wave Gigabit Mesh & Racetrack Network Telemetry
A deep dive into high-speed 60GHz outdoor millimeter-wave wireless networks, Terragraph mesh synchronization, and automated camera FOV line-of-sight analysis.