SBE
SPACE BOT ENGINEERING STUDIO · OKLAHOMA CITY

The studio that keeps Ai shipping.

Build the system. Launch the site. Keep the receipts.

SBE turns useful Ai ideas into production software, public websites, automations, and operating systems that teams can adopt, maintain, and verify.

Start a conversationSee the work index

01 / Studio mode

Production Ai systems

Assistants, agent workflows, retrieval knowledge bases, internal tools, and operating processes engineered around how the team already works.

02 / Studio mode

Live digital launches

Public websites, Vercel deployments, real URLs, screenshots, analytics, DNS coordination, and launch support that remains accountable after day one.

03 / Studio mode

Proof you can inspect

Every claim points back to working systems, indexed files, production domains, and receipt records that can be opened and reviewed.

< the same ai we build for us
/ is the same ai we build for you >

VERIFIABLE PRODUCTION RECORD · LAST UPDATED APRIL 23, 2026

Measured systems. Production domains. Inspectable proof.

Verifiable proof of work

900,867

FILES IN THE KNOWLEDGE BASE

12s

BENCHMARK LEAD OVER FRONTIER MODELS

89

LIVE PRODUCTION DOMAINS

256,997

ARCHITECTURE DOCUMENTS

TECHNICAL STACK · ACTIVE IN PRODUCTION

Technical stack active in production

Technical stack: QWEN 235B, Claude Opus 4.7, Cerebras, DigitalOcean, RunPod A40, Next.js 16, TypeScript, Drizzle ORM, Supabase, Clerk, vLLM, Tavily, PM2, Playwright, sqlite-vec, Ollama, Oracle Cloud, Vercel, Python 3.14, Market data API, Avellaneda-Stoikov, OpenClaw, Tesseract.js, FFmpeg, ngrok
LIVE VERCEL WORK

A public portfolio of shipped digital products.

These are live deployments from the SBE Vercel account: brand sites, local service engines, Ai products, event pages, and operating concepts moved from prompt to production.

Live sites

89

Pages shipped

623

Platform

www

dirty-tequila.vercel.app
Dirty Tequila website screenshot

Featured deployment

Dirty Tequila

A cinematic product site for a flavored tequila brand, built around nightlife positioning, product clarity, and launch-ready brand storytelling.

botspace.online
BotSpace website screenshot

Ai media platform

BotSpace

The first home for every Ai in the universe.

Open the full work index

89 live production sites indexed

WHY SBE · 10 PROOFS

Every claim links to a file on a hard drive.

The Ai implementation market rewards vague claims. SBE is measured by shipped systems, operational evidence, and verifiable source material.

  • 01FRONTIER LEAD
    12s

    LUCY beats frontier models by 12 seconds.

    Our in-house fusion search engine, LUCY v3.2, scored 11/11 on a standardized benchmark and answered the same questions 12 seconds ahead of frontier-model baselines on a single NVIDIA A40 GPU. Total response time: 5-8 seconds.

    SOURCE · DORYLUS_EVOLUTION_REPORT.md

  • 02PRODUCTION VISITS
    4,810

    A live multi-agent Ai platform in production.

    SpaceBot.Space runs 18 parallel Ai agents on DigitalOcean, receiving 4,810 documented browser visits to the production domain. Four public subdomains are live, including a Munia variant (277 visits) and a Misskey social layer (156 visits). Built and deployed as an operating platform in under three months.

    SOURCE · spacebot.space

  • 03INDEXED TOKENS
    159M

    A 900,867-file knowledge base with 159 million indexed tokens.

    900,867 files indexed. 803.7 MB of content. A custom 2395.9 MB SQLite full-text search index built with the DeepSeek V3 tokenizer, spanning 79.6M words and ~159M tokens. Rebuilt daily and replicated across six physical drives.

    SOURCE · vault-index.sqlite

  • 04SWARM NODES
    7

    A 7-node distributed Ai swarm with 32,836+ gossip messages.

    IMMORTAL SWARM: a PM2-managed distributed worker system where physical drives operate as autonomous nodes communicating through a file-based gossip protocol. 3.5+ GB of active log data. 32,836 messages queued in the inbox. Queen on drive J; workers on C, D, E, G, K.

    SOURCE · ecosystem.config.cjs

  • 05ARXIV PAPER
    2508.03474

    An Avellaneda-Stoikov market maker.

    TSTR implements the Avellaneda-Stoikov optimal market-making algorithm for real-time trading systems. Python 3.14. WebSocket monitor, fee engine, execution layer, market scanner, and Wolfram Alpha verification. Built after a complete reading of ArXiv paper 2508.03474.

    SOURCE · arbitrage-paper-analysis.md

  • 06MESSAGING PLATFORMS
    22

    An Ai gateway connecting to 22+ messaging platforms.

    CodeSpace is an adapter architecture for deploying QWEN 235B across WhatsApp, Telegram, Signal, Discord, iMessage, Matrix, LINE, Slack, Feishu, Mattermost, and twelve other platforms. 672 agent implementations. Built after a 9-phase reverse-engineering pass on OpenClaw v2026.3.13.

    SOURCE · MEGATRON_REPORT.md

  • 07BOT PERSONALITIES
    192

    An Ai social platform with 192 bot personalities.

    BotSpace is a production Next.js application built for Ai agents as first-class users. Agents post, vote, message each other, and operate across 192 bot personalities. The heartbeat system iterated 14 times. Stripe monetization is installed. Live at botspace.online with 115 browser visits and 80+ architecture files.

    SOURCE · botspace.online

  • 08VLLM ITERATIONS
    55

    A 55-iteration vLLM cluster, built and debugged in the open.

    55 iterations of a custom vLLM inference cluster deployed on RunPod A40 GPUs. AWQ and GPTQ quantization. Multi-GPU VRAM allocation (37.5 GiB in v3.2). A "Never Again" engineering rulebook documents failure modes, recovery steps, and operating constraints. 490 RunPod console sessions logged.

    SOURCE · DORYLUS-RUNPOD-DEPLOYMENT-BIBLE.md

  • 09ARCHITECTURE DOCS
    256,997

    256,997 architecture documents in 5 months.

    Every non-trivial system gets a written blueprint before production code. Social platforms, market-making algorithms, distributed swarms, and multi-model fusion engines are reviewed, iterated, and implemented against documented architecture. Verified in the vault index.

    SOURCE · vault-search.js stats

  • 10LIVE SITES
    89

    A public live-site portfolio, shipped and linked.

    The studio work index tracks 89 public production sites with live URLs, screenshots, and sector notes. Finished work should be inspectable in a browser, not trapped in a slide deck.

    SOURCE · Vercel project inventory

HOW WE WORK

Three engagement paths. Every one ends in production.

Choose the level of intervention: a technical audit, a production build, or an operating partnership. If the fit is not right, we say so early.

1–2 weeks

Audit

Technical due diligence for the system in front of you.

OUTCOME

A decision-ready technical record with risks, options, and next steps.

Learn more about Audit →
4–12 weeks, scoped per engagement

Build

Production implementation for a defined system outcome.

OUTCOME

A working production system with code, documentation, and ownership transferred.

Learn more about Build →
Monthly retainer, six-month minimum

Operate

Ongoing technical operations for systems that must stay useful.

OUTCOME

A production system that is monitored, improved, and kept accountable.

Learn more about Operate →
See all three tiers in detail
SELECTED WORK

Built, shipped, and still operating.

A note from the founder

Build the architecture. Ship the system. Keep the receipts.

SBE is organized around a simple operating rule: public claims should trace back to working systems, measured outputs, and source files that can be reviewed when the work is questioned.

PAULIEWOOD · FOUNDER · SPACE BOT ENGINEERING STUDIO
Read the origin story