Agent Architecture — The Backend

How the bots are structured, what talks to what, and the rollout timeline

Claude Max (you/Opus) Claude API (workers) Cron/Scheduled MCP Integration Human Required Free/Open Source
37
Total Agents at Full Scale (Month 6+)
1 Chief of Staff  |  6 Team Leads  |  30 Worker Agents
You talk to 1-3 of these. The rest work silently.
Layer 1 — Chief of Staff
KIP — Chief of Staff Bot
Daniel's single point of contact | Telegram Bot
Claude API (Sonnet) Telegram Bot API Google Calendar MCP Morning + EOD cron
↓ routes tasks to ↓
Layer 2 — Team Leads (6 Bots)

Each lead holds full context for their business. They manage their own agent workers. Daniel may talk to leads directly for business-specific deep dives.

ALEX — BlackPen AI Lead
Content agency operations
  • Manages order pipeline end-to-end
  • Oversees 10 worker agents (see below)
  • Tracks revenue, reviews, rankings
  • Escalates quality issues + client comms
  • Reports daily: orders, revenue, pipeline
Claude API (Sonnet)
SARAH — WeddingSimplified Lead
Digital product + app + vendor network
  • Manages sales page + payments
  • Oversees 6 worker agents
  • Vendor partnership outreach
  • Social content calendar
  • Reports weekly: sales, traffic, signups
Claude API (Sonnet)
VENUS — NSFW Content Lead
Adult content production + distribution
  • Manages content pipeline + personas
  • Oversees 6 worker agents + human chatters
  • Platform management (Fanvue etc.)
  • Revenue optimisation + upsell strategy
  • Reports weekly: subs, revenue, churn
Claude API (Sonnet)
THEO — EasyStagecraft Lead
EdTech product + virtual theatre
  • Content rework + VET alignment
  • Oversees 4 worker agents
  • Virtual theatre dev management
  • Grant applications + RTO pathway
  • Reports monthly: progress, milestones
Claude API (Sonnet)
SCOUT — Scouts Vic Lead
Grant writing + tech + flying fox
  • Grant research + submission prep
  • Oversees 4 worker agents
  • Xero integration development
  • App development management
  • Reports fortnightly: grants, dev progress
Claude API (Sonnet)
BULA — FijiLIFE Lead
Charity ops + funding + dashboard
  • Funding opportunity research
  • Oversees 4 worker agents
  • Dashboard + MYOB integration dev
  • Dr Mike also has bot access
  • Reports monthly: funding pipeline, dev
Claude API (Sonnet)
↓ each lead manages their worker agents ↓
Layer 3 — Worker Agents (BlackPen AI — 10 Agents)
Intake Agent
  • Reads Fiverr order
  • Extracts brief, audience, keywords, tone
  • Creates job ticket for pipeline
APIWebhook/Poll
Research Agent
  • Keyword research
  • Competitor analysis
  • Content gap identification
APIWeb Search MCP
Outline Agent
  • Article structure from research
  • Uses style guide + knowledge base
  • SEO-optimised headers
API (Sonnet)
Draft Agent
  • Writes full article
  • Daniel's voice + expertise baked in
  • Uses knowledge base of past work
Opus (quality)
SEO Agent
  • Optimise headers, meta, density
  • Internal link suggestions
  • Readability score check
API (Sonnet)
QA Agent
  • Plagiarism check
  • Fact verification
  • Brand voice consistency
APICopyscape API
Formatting Agent
  • Creates Google Doc from template
  • Applies brand formatting
  • Generates delivery PDF
APIGoogle Docs MCP
Delivery Agent
  • Uploads to Fiverr
  • Sends delivery message
  • Daniel approves via Telegram tap
APIApproval
Follow-Up Agent
  • Review request 3 days post-delivery
  • Check-in message to buyer
  • Upsell next article if appropriate
APICron (3-day delay)
Client Comms Agent
  • Responds to Fiverr messages
  • Handles FAQs and scope questions
  • Escalates complex ones to Daniel
API (Sonnet)Escalation
BlackPen AI — Outreach & Growth Agents (3 Agents)
Lead Finder
  • Searches for businesses with weak content
  • Scrapes websites, scores blog quality
  • Outputs ranked lead list weekly
APIWeekly cron
Outreach Drafter
  • Personalised DM/email per lead
  • Uses lead finder data
  • Daniel copy-pastes (ONE/day)
API (Sonnet)
Social Content Agent
  • LinkedIn posts 3x/week
  • Thought leadership + case studies
  • Builds BlackPen brand authority
API3x/week cron
WeddingSimplified — 6 Worker Agents
Social Media Agent
  • Daily Instagram + TikTok posts
  • Content calendar management
  • Engagement responses
APIDaily
Sales Page Agent
  • A/B testing copy + layout
  • Conversion tracking
  • Upsell funnel optimisation
APIWeekly review
Bride AI Consultant
  • 1v1 chat in app
  • Answers wedding planning questions
  • Backed by Daniel's expertise KB
API (Sonnet)Escalation
Vendor Network Agent
  • Vendor outreach + onboarding
  • Database management
  • Partnership deal tracking
APIWeekly outreach
Email Marketing Agent
  • Welcome sequences
  • Nurture campaigns
  • Abandoned cart recovery
APIEmail service MCP
Analytics Agent
  • Traffic + conversion reporting
  • Revenue dashboard
  • Alerts on anomalies
APIDaily digest
NSFW Content — 6 Worker Agents + Human Chatters
Content Generator
  • ComfyUI image generation pipeline
  • Consistent persona appearance
  • Batch content production
ComfyUI (local/cloud)
Video Producer
  • AI video generation
  • Post-processing + editing
  • Consistency with persona
Open source models
Content Scheduler
  • Platform posting schedule
  • PPV timing optimisation
  • Cross-platform distribution
APIDaily schedule
Chat Manager
  • Coordinates human chatters
  • Provides response templates
  • Monitors upsell conversion
APIFilipino team
Marketing Agent
  • Reddit, Twitter/X promotion
  • Cross-platform growth
  • Engagement farming
APIDaily posts
Revenue Optimiser
  • Pricing strategy per persona
  • Churn analysis
  • Upsell funnel performance
APIWeekly analysis
Rollout Timeline — When Each Layer Goes Live
PHASE A
Week 1-2
Apr 5-19

Foundation — Kip Bot + BlackPen Manual Pipeline

  • Build Kip Telegram bot — basic task routing, morning briefing, reminder system
  • BlackPen domain + website — simple landing page for direct clients
  • BlackPen social handles — LinkedIn (critical), Twitter/X, Instagram
  • First outreach batch — lead finder + outreach drafter running
  • SEO title updates on both Fiverr gigs
  • WeddingSimplified sales page — hosted, payments connected
Cost: $0 additional (Claude Max covers it) | Daniel time: ~8 hrs total
PHASE B
Week 3-6
Apr 20 - May 16

Automation Layer — Agent Pipeline Goes Live

  • BlackPen full agent pipeline — intake → research → draft → QA → format → deliver
  • Fiverr order polling — auto-detect new orders, create job tickets
  • WeddingSimplified social automation — daily IG/TikTok posting pipeline
  • NSFW platform research complete — platform selected, first persona designed
  • Kip bot enhanced — routes to Alex (BlackPen lead), daily revenue tracking
  • LinkedIn content pipeline — 3x/week posts for BlackPen brand building
  • Knowledge base growing — every delivered article feeds back into KB
Cost: ~$20-40/mo API | Daniel time: ~5 hrs/week (shrinking)
PHASE C
Week 7-12
May 17 - Jun 28

Scale + New Streams — Money Machine Running

  • BlackPen expanding — 3rd niche gig live, Upwork profile, first direct clients
  • NSFW content machine live — ComfyUI pipeline, first persona on Fanvue
  • WeddingSimplified app MVP — bride chat + vendor directory beta
  • Scouts grant pipeline active — Scout bot researching + drafting submissions
  • FijiLIFE scoping complete — dashboard wireframes, MYOB integration mapped
  • Human chatters hired for NSFW (Philippines, $3-5/hr)
  • All team leads operational — Alex, Sarah, Venus, Scout, Bula active
Cost: ~$100-200/mo (API + hosting + chatter team) | Daniel time: ~3 hrs/week
PHASE D
Month 4-6
Jul - Sep

Full Scale — All Streams Producing Revenue

  • BlackPen at 50+ articles/mo — Daniel's role: approve drafts (5 min each)
  • NSFW multiple personas — content volume scaling, marketing machine running
  • WS app live — vendor network growing, affiliate revenue starting
  • EasyStagecraft reactivated — Theo lead managing content rework + VET alignment
  • FijiLIFE dashboard v1 — Bula lead managing development
  • White label conversations — packaging tools for other businesses
  • Daniel's daily time: 1-2 hours — approvals, strategy, voice notes
Cost: ~$300-500/mo | Revenue target: $10,000-20,000/mo
Cost Breakdown at Full Scale
ItemMonthly CostNotes
Claude Max subscription$200Your main brain — strategy, complex tasks
Claude API (agent workers)$50-150~37 agents, mostly Sonnet, bursts of Opus
OpenClaw$0-20Agent orchestration
Hosting (VPS for crons/bots)$20-50Digital Ocean or Railway
Telegram Bot API$0Free
ComfyUI compute (NSFW)$50-200RunPod or similar GPU rental
Filipino chatters (NSFW)$500-15002-3 people, $3-5/hr, part-time
Domain + email$10-20BlackPen, WeddingSimplified
Tools (Copyscape, social schedulers)$30-50As needed
TOTAL$860-2,190/moScales with revenue — don't spend until earning

Rule: never spend more than 15% of revenue on ops costs. Costs scale UP only as revenue justifies.

Software Stack — What We're Building With
Core AI
  • Claude Max (Opus) — strategy, complex writing, your sessions
  • Claude API (Sonnet) — worker agents, routine tasks
  • Claude API (Haiku) — classification, routing, simple tasks
  • OpenClaw — multi-agent orchestration
  • ComfyUI — image/video generation (NSFW)
Infrastructure
  • Telegram Bot API — Daniel's interface to everything
  • Python — agent scripts, automation, API glue
  • Cron / systemd — scheduled agent runs
  • SQLite/Postgres — knowledge base, lead tracking
  • Railway / DO — hosting for always-on bots
Integrations (MCP + API)
  • Fiverr — order detection, delivery, messaging
  • Google Workspace — Docs, Calendar, Drive
  • Xero — Scouts financial reporting
  • MYOB — FijiLIFE accounting
  • Stripe/Square — payments (WeddingSimplified)
Marketing + Socials
  • LinkedIn API — BlackPen brand content
  • Instagram/TikTok — WeddingSimplified, NSFW promo
  • Reddit API — NSFW promotion
  • Fanvue API — NSFW content distribution
  • Email (Resend/Loops) — nurture sequences
Agent Architecture v1 — Built by Kip, April 2026
"I'll do the dreaming, you do the work."