Free · No upsell

The actual stack
I'm running 3 AI businesses on.

I left my dev job in January to build full-time on AI. Since then I've shipped a live trading bot on real money, a personal operating system I use every day, and a cross-device music continuity system between PC and iPhone that doesn't exist anywhere else. Drop your email — I'll send you the breakdown of how it's all wired together. No course pitch. No "100 ways." Just the stack.

The breakdown opens instantly when you submit. I'll only message you when I ship something worth showing. Unsubscribe anytime.
Cross-device · Live 2 devices · 1 session
iPhone Active Desktop · Idle
Beautiful — Snoop Dogg
Deezer · streaming on iPhone
0:58 / 4:58
$
Flash Trader · cycle #12,247
Trades crypto + stocks · forex/futures as macro intel
15s loop
Flashpoint Hub
Personal OS · v923 · 8.0 MB
up 46d
What's in the PDF

It's not theory. It's the bills, the architecture, and the calls I made.

Every claim has a screenshot or a receipt. Every "I do X" comes with the actual tool, the actual cost, the actual reasoning. Plain prose. No "buy my course." If you're trying to ship in this same lane, you'll save weeks.

  • The full Flash AI Solutions stack — every service running across one Hetzner VPS + my laptop. PM2 inventory, what each does, what each costs per month. ~$96/mo total infra, broken down line-by-line.
  • Flash Trader architecture — one rule-based debate engine that autonomously trades crypto (Solana + EVM) and US stocks, with forex and futures feeding macro-intelligence signals into its decisions. No LLM by default, multi-model escalation on close calls. How the same loop body runs across asset classes with only the data-feed adapter changing.
  • Flashpoint (the personal OS) — how a 75K-line single-file SvelteKit-style hub became the daily driver. The patterns that scale a one-file app, the trade-offs, the cache strategy.
  • The cross-device music continuity system I just shipped (~12 hours of work, 10 deploys) — server-side presence + command bus, mobile heartbeat, Discord RPC routing, transfer beam animations. The blueprint anyone could fork.
  • The LLM cascade pattern — Groq → Cerebras → OpenRouter → Anthropic with cost-routing. Why I never default to the expensive model. How to think about the cost-per-million-token math.
  • What I'd do differently if I were starting today, in January 2026. Stuff I won't say on Twitter.
Receipts · Live right now

These aren't future plans. They're running while you read this.

Trader · crypto + stocks Live

Flash Trader

Rule-based bull/bear/judge engine that trades Solana memecoins, EVM tokens, and US equities, with forex + futures wired in as macro-intel signals. LLM escalation only on close calls. Real wallets. Real loss tuition. Real lessons.

SOL EVM Stocks Forex intel Futures intel
Personal OS Live

Flashpoint Hub

Music + video + manga + news + finance + recovery coach + media tunnel + cross-device continuity. Single ~75K-line index.html. Daily driver across PC + iPhone.

v923 10 deploys today 8.0 MB
Mobile Live

Cross-device continuity

iPhone plays a song, PC sees it within 5s, mini-player + fullscreen mirror it, Discord profile updates to match. Built fresh this week. Receipts in the PDF.

Expo SDK 54 AVPlayer OTA preview
J

Jaylon Malone · founder, Flash AI Solutions

BS CS, University of South Alabama 2023. Built a travel reimbursement system for Mobile County Public Schools in PowerApps. Left the dev job in January 2026 to build Flash full-time. Based in Mobile, AL. CDL fan, OpTic Texas, hip-hop head, coffee + Cast Iron guy.

I'm not a guru. I don't have a course. I'm publicly shipping things I use every day and writing down what I learn. If that's useful to you, the PDF is yours.

Build Edition · For the 10

Want me in the room while you build it?

The PDF is the map. The Build Edition cohort is the trip — 4 weeks, capped at 10 founders, weekly group call, code review on your stack, direct access. If that's what you actually need, the waitlist is here.

Join the waitlist