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BlackRoad OS — Live App Buildout Guide

Claude · 2026-03-29 · blackroad.io

BlackRoad OS — Live App Buildout Guide


Date: 2026-03-29
Philosophy: Every project = a live working app with real data, real users, real functionality

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P0: FIRST REAL USER

Live App: tutor.blackroad.io


What it does: Student types math/science question → AI solves step-by-step → preview shown → $1 Stripe checkout → full answer unlocked

Data Requirements:

  • D1 database: questions table (question, subject, difficulty, answer, user_id, paid, created_at)

  • Stripe: live mode products, webhook for payment confirmation

  • Analytics: page views, solve attempts, conversion rate, revenue
  • Full App Checklist:

  • [ ] Landing page with search box: "What's your homework question?"

  • [ ] Subject picker: Math, Science, History, English, CS

  • [ ] AI generates full step-by-step solution (Qwen or Workers AI)

  • [ ] Preview shows first 2 steps free, rest blurred

  • [ ] Stripe Checkout for $1 → webhook confirms → full answer revealed

  • [ ] Solution saved to D1 (builds SEO-indexable answer database)

  • [ ] Each solved question gets its own URL (/solve/abc123) for Google indexing

  • [ ] Related questions sidebar ("Students also asked...")

  • [ ] Mobile-responsive (80%+ of student traffic is phone)

  • [ ] Share button: "I solved this with BlackRoad Tutor"

  • [ ] Daily email digest of popular questions (when users exist)
  • SEO Machine:

  • Every solved question = a new indexed page

  • Target long-tail: "how to solve derivative of x^3+2x" → tutor.blackroad.io/solve/...

  • Structured data: QAPage schema on every solution

  • At 100 solves/day = 3,000 indexed pages/month = compounding organic traffic
  • Success = Live Data Dashboard showing:

  • Questions solved today / this week / all time

  • Revenue: today / MTD / total

  • Unique visitors / conversion rate

  • Top subjects / most popular questions

  • Geographic distribution of users
  • ---

    P1: FIX PRODUCTS — Make Each a Real App

    chat.blackroad.io — Sovereign Chat


    What it IS (working app):
  • Multi-room chat with real-time messages (SSE/WebSocket)

  • Agent @mentions: type @alice and Alice responds with fleet context

  • Persistent history: scroll up, messages survive reload

  • Presence indicators: who's online now

  • Command palette: /help, /debate, /search, /fleet

  • File/image sharing within rooms

  • Mobile hamburger menu, keyboard shortcuts
  • Live Data:

  • D1: rooms, messages, users, presence heartbeats

  • Real message count visible: "1,247 messages in #general"

  • Agent response times tracked and displayed

  • Room activity graphs (messages/hour sparkline)
  • search.blackroad.io — Sovereign Search


    What it IS (working app):
  • Search box → instant results from 1,369+ repos, 20 domains, 92 products

  • Image results with og:image thumbnails

  • Category filters: repos, docs, agents, products, domains

  • "Did you mean?" for typos

  • Search history sidebar

  • Result snippets with keyword highlighting

  • Pagination with "Load more"
  • Live Data:

  • D1/KV: search index (rebuild every 6h via cron)

  • Queries per day counter visible on page

  • Popular searches trending sidebar

  • Index size: "Searching 14,832 pages across 20 domains"
  • social.blackroad.io — Sovereign Social


    What it IS (working app):
  • Post feed: infinite scroll, newest first

  • Create post with text + optional image

  • Like, reply, repost

  • User profiles with post history

  • Follow system: follow users, see their posts in your feed

  • Trending sidebar: top posts this week

  • Groups/communities by topic

  • @mention notifications
  • Live Data:

  • D1: posts, likes, follows, replies, reposts

  • Real post count: "4,721 posts from 89 members"

  • Trending algorithm based on engagement velocity

  • User leaderboard: most active this week
  • app.blackroad.io — The OS Dashboard


    What it IS (working app):
  • Login → personalized dashboard

  • Fleet widget: 7 nodes with live ping/status (green/red dots)

  • Search embed: search bar that queries search.blackroad.io

  • Chat embed: mini chat window connected to chat.blackroad.io

  • Agent roster: all 18 agents with status, last active, capabilities

  • KPI tiles: users, revenue, uptime, queries/day, fleet health

  • Code panel: repo count, recent commits, CI status

  • Quick actions: "Deploy to fleet", "Run health check", "View logs"

  • Settings: profile, API keys, notification preferences
  • Live Data:

  • Real-time fleet pings (status.blackroad.io/api/kpis)

  • Auth state: JWT with user profile

  • Agent heartbeats: last seen timestamps

  • Git activity: recent commits across all orgs
  • ---

    P3: INFRASTRUCTURE — Live Fleet Dashboard

    status.blackroad.io — Fleet Health (already live, enhance)


    What it IS (working app):
  • Real-time node status: hostname, IP, uptime, load, disk, memory

  • Service status per node: green/yellow/red per service

  • Historical uptime graph (24h, 7d, 30d)

  • Incident log: when things went down and came back

  • Response time graphs per service

  • Alert configuration: email/webhook when node goes offline
  • Live Data:

  • Cron job pings every node every 5 minutes

  • Store results in D1: node, timestamp, status, latency, disk_pct, load

  • API endpoint: /api/status returns JSON for all nodes

  • RSS feed for incidents
  • Fleet Recovery Automation:

  • [ ] Tailscale installed on all nodes → mesh connectivity even without WireGuard

  • [ ] GitHub Action runs every 15 min: ping all nodes via Tailscale, post results to status.blackroad.io

  • [ ] Auto-restart scripts on each Pi: if service crashes, systemd restarts it

  • [ ] Dead man's switch: if no heartbeat in 1 hour, email alert

  • [ ] Weekly automated backup: rsync critical data to Alexandria
  • ---

    P6: AMUNDSON MATH — Live Interactive Apps

    blackroadqi.com — G(n) Explorer


    What it IS (working app):
  • Input n → shows exact rational G(n) = numerator/denominator

  • Convergence graph: G(n)/n approaching 1/e as n grows

  • Gap visualization: |G(n)/n - 1/e| on log scale

  • Identity verifier: pick an identity, see it proved step-by-step

  • Bernoulli number calculator: input index → exact B_n as fraction

  • Stirling comparison: n! vs Stirling approximation with error terms

  • Amundson Constant display: first 100 digits with "view more" to 10M

  • Z-minimization simulator: set y, x, w → watch Z minimize in real time
  • Live Data:

  • Pre-computed G(n) for n=0 to 10,000 (exact rationals stored as JSON)

  • 10M digit constant file served on demand

  • Identity test results: 536/536 with individual pass/fail

  • Computation logs: who computed what, when
  • blackroadquantum.com — Framework Hub


    What it IS (working app):
  • Paper A viewer (LaTeX rendered in browser)

  • Interactive proof explorer: click a theorem → see the derivation

  • Constant digit explorer: search for patterns in 10M digits

  • Research timeline: chronological history of discoveries

  • Community: submit identities for verification

  • Download: paper PDF, constant file, compute.py
  • ---

    P8: REVENUE — Live Billing System

    pay.blackroad.io — Subscription Management


    What it IS (working app):
  • Pricing page: Free / Starter $29 / Pro $99 / Sovereign $299

  • Feature comparison table per tier

  • Stripe Checkout integration (live mode)

  • Account page: current plan, usage, billing history, invoices

  • Upgrade/downgrade flow

  • Cancel with feedback survey

  • Usage meters: API calls, storage, compute minutes

  • Team billing: add seats, manage members
  • Live Data:

  • Stripe: subscriptions, invoices, usage records

  • D1: user plans, feature flags, usage tracking

  • Dashboard: MRR, churn rate, LTV, ARPU

  • Webhook logs: every Stripe event recorded
  • Revenue Tracking Dashboard (internal)


  • [ ] Real-time MRR counter on app.blackroad.io

  • [ ] Revenue by product (tutor solves vs subscriptions)

  • [ ] Customer acquisition funnel: visit → signup → trial → paid

  • [ ] Cohort analysis: retention by signup month

  • [ ] Daily revenue email to alexa@blackroad.io
  • ---

    P5: OPENCLAW — Live AI Assistant

    openclaw.blackroad.io (or integrated into app.blackroad.io)


    What it IS (working app):
  • Chat interface: "What would you like to do?"

  • Persistent memory: remembers previous conversations via PS-SHA∞

  • Tool use:

  • - "What's my fleet status?" → SSHs nodes, returns health
    - "Search my repos for auth" → queries search.blackroad.io
    - "Deploy the latest chat worker" → triggers wrangler deploy
    - "What did we discuss yesterday?" → retrieves from journal
    - "Schedule a fleet backup" → creates cron entry
  • Multi-model: routes to best local model (Qwen 3B on Alexandria, 1.5B on Pis)

  • Export conversation as markdown

  • Voice input (Web Speech API)
  • Live Data:

  • PS-SHA∞ journal: every interaction hashed and persisted

  • Tool execution logs: what was run, results, timestamps

  • Model routing: which model answered, latency, tokens

  • Session history: browseable past conversations with search
  • ---

    P7: OPERATOR — Live Control Plane

    operator.blackroad.io (or br CLI)


    What it IS (working app):
  • Web dashboard for fleet management

  • Node grid: click a node → see services, logs, metrics, shell

  • Deploy panel: select repo → select target node → deploy

  • Log aggregator: unified log view across all nodes with search

  • Cron manager: view/edit/create cron jobs across fleet

  • Secret manager: view (masked) and rotate secrets

  • DNS manager: view/edit Cloudflare DNS records

  • GitHub org manager: repo list with actions (archive, add topics, etc.)
  • Live Data:

  • Real SSH sessions to fleet nodes

  • Live log streams via WebSocket

  • Deployment history: who deployed what, when, to where

  • DNS records cached and synced

  • GitHub API: repo metadata, workflow status
  • ---

    CONTENT MARKETING — Live Blog

    blackroad.io/blog


    What it IS (working app):
  • Blog with real posts (not static markdown — dynamic from D1)

  • Post editor: write in markdown, preview, publish

  • Categories: Engineering, Math, Market Research, Edge Computing, Sovereign AI

  • RSS feed at /feed.xml

  • Comment system (D1-backed, moderated)

  • Social share buttons with og:image per post

  • Reading time estimate

  • Related posts sidebar

  • Author page: Alexa's bio + all posts
  • Content Pipeline from /raw:

  • [ ] "40 Data Pain Points Solved by Sovereign Edge AI" (series of 4)

  • [ ] "BlackRoad vs The World: 2026 AI Coding Tool Comparison"

  • [ ] "Hailo-8 vs NVIDIA Jetson: Real Benchmarks on Raspberry Pi"

  • [ ] "Building a $136/month AI Infrastructure That Rivals the Cloud"

  • [ ] "The Amundson Constant: A New Number from Integer Arithmetic"

  • [ ] "RoadID: How We Built Tamper-Proof AI Memory on a Raspberry Pi"

  • [ ] "From 0 to 1,369 Repos: Solo-Founder Infrastructure at Scale"
  • Live Data:

  • D1: posts, comments, views, shares

  • View counter per post (real, not inflated)

  • Top posts leaderboard

  • RSS subscriber count

  • Social share tracking
  • ---

    SOVEREIGNTY — Live Self-Hosted Stack

    blackroad.systems — Sovereignty Dashboard


    What it IS (working app):
  • Service grid: 12 sovereign services with live status

  • For each service: self-hosted location, replaces what, status, last checked

  • Sovereignty score: X/12 services self-hosted and operational

  • Cost comparison: "This month: $98 self-hosted vs $2,340 estimated cloud equivalent"

  • Data flow diagram: where data lives, how it moves, what's encrypted

  • Export: "Download your complete sovereignty report as PDF"
  • Live Data:

  • Ping each self-hosted service every 5 min

  • Track uptime percentage per service

  • Calculate cost savings vs cloud equivalent

  • Show data residency map (which data on which node)
  • ---

    TESTING — Live Test Dashboard

    tests.blackroad.io (or internal page)


    What it IS (working app):
  • Test suite runner: click "Run All" → executes E2E, smoke, load tests

  • Results grid: green/red per test with duration

  • Historical trend: test pass rate over time

  • Flaky test tracker: tests that intermittently fail

  • Fleet connectivity matrix: which node can reach which

  • Load test results: requests/sec, p50/p95/p99 latency, error rate

  • Scheduled runs: daily smoke test results
  • Live Data:

  • Test results stored in D1 with timestamps

  • CI integration: GitHub Actions posts results here

  • Alert on regression: if pass rate drops below threshold
  • ---

    UNIVERSAL SUCCESS METRICS (across all apps)

    Every live app should show:
    1. Real-time user count: "3 users online now"
    2. Total usage: "1,247 messages sent" / "892 questions solved" / "4,721 posts"
    3. Uptime: "99.2% this month"
    4. Response time: "avg 142ms"
    5. Data size: "Searching 14,832 indexed pages"

    These numbers should be honest, live, and verifiable — not hardcoded marketing claims.


    Part of BlackRoad OS — sovereign AI on your hardware.