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- Change 'no API dependency' to 'API fallback available for large models' - Update package tagline to 'local inference capability' Closes #907
Operation Get A Job — Master Plan
Mission Statement
Monetize the engineering capability of a production AI agent fleet to fund infrastructure expansion. Alexander Whitestone handles the last human mile — meetings, contracts, and client relationships. The fleet handles everything else.
The Core Thesis
We are not a solo freelancer. We are a firm with a human principal and a fleet of five autonomous AI engineers that ship production code 24/7. This is a force multiplier that no traditional consultancy can match.
Phase 1: Foundation (Week 1-2)
Entity & Legal
- Form Wyoming LLC (see entity-setup.md)
- Open Mercury business banking account
- Obtain EIN from IRS (online, instant)
- Secure E&O insurance policy (~$150/mo)
- Set up invoicing (Stripe or Invoice Ninja)
- Draft master services agreement (MSA) template
- Draft statement of work (SOW) template
Brand & Presence
- Register domain (alexanderwhitestone.com or firm name)
- Deploy portfolio site (static site from portfolio.md content)
- Set up professional email (hello@domain)
- Create LinkedIn company page
- Create Upwork agency profile
- Prepare 60-second elevator pitch
Internal Readiness
- Document fleet capabilities inventory
- Establish client onboarding workflow
- Set up project tracking (Gitea issues or similar)
- Create secure client communication channels
- Test end-to-end delivery: inquiry → proposal → delivery → invoice
Phase 2: Pipeline Building (Week 2-4)
Outreach Channels (Priority Order)
- Upwork — Post agency profile, bid on 5-10 relevant jobs/week
- LinkedIn — Direct outreach to CTOs/VPs Eng at Series A-C startups
- Twitter/X — Ship in public, engage AI/DevOps communities
- Discord — AI builder communities, offer value before pitching
- Direct Email — Targeted cold outreach to companies with known pain points
- Toptal/Gun.io — Apply to premium freelance networks
- Referrals — Ask every contact for warm intros
Target Client Profiles
- Startup CTO — Needs infrastructure but can't hire a full platform team
- AI Company — Needs agent security, guardrails, or fleet management
- Enterprise Innovation Lab — Wants to pilot autonomous agent workflows
- DevOps-Light Company — Has engineers but no CI/CD, no automation
- Crypto/Web3 Project — Needs sovereign infrastructure, self-hosted tooling
Weekly Cadence
- Monday: 10 new outreach messages
- Tuesday-Thursday: Follow up on open threads, deliver proposals
- Friday: Review pipeline, update portfolio, ship public content
Phase 3: First Revenue (Week 3-6)
Target: $5k-15k first month
- Land 1-2 Tier 3 engagements (automation/research, $5-10k each)
- Use these as case studies for Tier 1/2 upsells
- Deliver fast, over-deliver on quality
Pricing Strategy
- Lead with project pricing (clients prefer predictability)
- Hourly only for advisory/consulting calls
- Always bill as the firm, never as "me"
- Net-15 payment terms, 50% upfront for new clients
Phase 4: Scale (Month 2-3)
Revenue Target: $20-40k/month
- Move toward retainer relationships ($5-15k/mo per client)
- Build recurring revenue base
- Hire subcontractors for overflow (other AI-native engineers)
- Invest profits in hardware (GPUs, additional VPS capacity)
Reinvestment Priority
- More compute (local inference capacity)
- Additional agent instances
- Premium tooling subscriptions
- Marketing/content production
Phase 5: Moat Building (Month 3-6)
- Publish open-source tools from client work (with permission)
- Build public reputation through conference talks / podcast appearances
- Develop proprietary frameworks that lock in competitive advantage
- Establish the firm as THE go-to for autonomous agent infrastructure
Key Metrics to Track
| Metric | Week 1 | Month 1 | Month 3 |
|---|---|---|---|
| Outreach sent | 20 | 80+ | 200+ |
| Proposals sent | 3 | 10+ | 25+ |
| Clients signed | 0 | 2-3 | 5-8 |
| Revenue | $0 | $10-15k | $30-50k |
| Pipeline value | $10k | $50k+ | $150k+ |
Decision Rules
- Any project under $2k: decline (not worth context switching)
- Any project requiring on-site: decline unless >$500/hr
- Any project with unclear scope: require paid discovery phase first
- Any client who won't sign MSA: walk away
- Any client who wants to hire "just the human": explain the model or walk
Files in This Package
README.md— This file (master plan)entity-setup.md— Wyoming LLC formation checklistservice-offerings.md— What we sell (3 tiers + packages)portfolio.md— What the fleet has builtoutreach-templates.md— 5 cold outreach templatesproposal-template.md— Professional proposal templaterate-card.md— Detailed rate card
Last updated: April 2026 Operation Get A Job v1.0