Last week, people started mass-deleting ChatGPT. The Pentagon deal broke something. #QuitGPT started trending. And suddenly everyone's asking the same question: which $200/month AI subscription do I switch to?
I run a consultancy, a content brand, and 16 automated agents. My total infrastructure cost is $27 per month. Not $200. Not $100. Twenty-seven dollars.
This article breaks down every line item, every tool, and the specific decisions that keep costs this low - plus the mistakes I made when the bill was three times higher.
The Subscription Trap Is Real
Here's what a "standard" AI-powered business stack looks like in March 2026:
That's $151 to $531 per month before you've done any actual work. A fintech company profiled by PremAI this month cut their monthly AI spend from $47,000 to $8,000 by moving to self-hosted models. An 83% reduction. Same capability. Different architecture.
I took that philosophy and pushed it further.
What Sterling Labs Actually Runs
Sterling Labs is a one-person AI automation consultancy based in Toronto. I handle everything from content production to client outreach to lead generation. All of it runs on a single Mac Mini M2 that cost $600 used.
The machine runs 16 AI agents through an orchestration layer called OpenClaw. These agents handle X posts, YouTube uploads, lead prospecting, email, Reddit engagement, proposal drafting, and client deliverables. They run on cron schedules, 24 hours a day.
The total monthly cost breaks down like this.
The $27 Breakdown
Google AI Pro plan: $20/month. This covers Gemini API access, Veo video generation (3 free clips per day), and image generation through Nano Banana Pro. One subscription handles content writing, video production, and visual assets.
Domain and hosting (Cloudflare): $0/month. Cloudflare Pages hosts jsterlinglabs.com for free. SSL, CDN, and deployment included. The site is a static build - no server to maintain, no hosting bill.
Lemon Squeezy (digital products): $0/month. They take a percentage per sale, not a monthly fee. Nine products listed. No subscription overhead.
ElevenLabs (voice): $5/month. Text-to-speech for video voiceovers. The Starter plan handles everything at production quality.
HeyGen (AI video avatars): $29/month. This is the one real expense. Our AI head of strategy generates 4-6 videos per day through HeyGen's avatar system. Optional - plenty of channels skip it.
Total monthly: $27-54. Everything else is $0.
Where the Money Isn't Going
No ChatGPT subscription. No Zapier. No Hootsuite. No Canva. No Grammarly.
Automation runs through cron jobs on the Mac Mini, not through drag-and-drop platforms that charge per "zap." Content writing goes through Claude and Gemini API calls, not through $49/month copywriting apps. Image generation runs through Google's Nano Banana Pro, not Canva or Midjourney.
The orchestration layer (OpenClaw) is open source. The machine runs Node.js. The crons fire Python and shell scripts. No SaaS middlemen taking a cut for wrapping an API call in a pretty interface.
What Went Wrong
This setup didn't start clean.
Month one, I was paying for ChatGPT Plus ($20), Claude Pro ($20), Midjourney ($10), and Zapier ($29). That's $79/month for tools that overlapped constantly. ChatGPT and Claude were doing the same job. Midjourney was generating images I could get from Gemini's free tier. Zapier was running automations I could write as a 12-line cron script.
The worst mistake was paying for ChatGPT Plus while also paying for API access. The Plus subscription gives you a nicer chat interface. The API gives you the actual capability. I was paying twice for the same brain.
It took three months of tracking actual usage to realize I was subsidizing products I barely touched.
The Full Stack With Real Costs
Here's every tool, what it costs, and what it replaces:
1. Mac Mini M2 ($600 one-time) - replaces cloud servers ($50-200/mo)
2. OpenClaw (free, open source) - replaces Zapier, Make, n8n cloud ($29-69/mo)
3. Google AI Pro ($20/mo) - replaces ChatGPT Plus + Midjourney + separate video tools ($30-230/mo)
4. Cloudflare Pages (free) - replaces Vercel Pro, Netlify, or traditional hosting ($0-20/mo)
5. Lemon Squeezy (free until you sell) - replaces Shopify, Gumroad Pro ($29-39/mo)
6. ElevenLabs Starter ($5/mo) - replaces professional voiceover ($200-500/project)
7. HeyGen Creator ($29/mo) - replaces video production team ($2,000-5,000/mo)
8. GitHub (free tier) - replaces Bitbucket, GitLab paid ($4-19/mo per seat)
9. Cloudflare Email Routing (free) - replaces Google Workspace ($7/mo per user)
10. PM2 + cron (free) - replaces Render, Railway, or any process manager ($7-25/mo)
Total monthly: $27-54. Replaces: $350-1,100/mo in SaaS subscriptions.
The Uncomfortable Math
ZDNET published a piece this month asking which AI subscriptions are actually worth paying for. Their conclusion: most people are overpaying for capabilities they use 10% of.
The honest answer isn't "switch from ChatGPT to Claude" or "try this new free alternative." The honest answer is that most AI tools you're paying for are API wrappers with a markup. The AI model itself costs fractions of a cent per query. You're paying for the interface, the brand, and the convenience of not reading documentation.
If you can copy and paste a terminal command, you can skip 80% of SaaS AI subscriptions today.
Build Your Own Version This Weekend
You don't need my exact stack. Here's the minimum viable version:
Step 1: Get a machine. Any Mac, Linux box, or even a Raspberry Pi. Used is fine. $200-600.
Step 2: Install Node.js and Python. Both free. Both run everywhere.
Step 3: Pick one AI provider with API access. Google AI Pro at $20/month gives you the most coverage - text, image, and video in one plan.
Step 4: Set up cron jobs for your repeating tasks. Content posting, email checks, lead scoring - anything you do on a schedule.
Step 5: Use Cloudflare Pages for your website. Free. Deploy from GitHub with zero config.
Step 6: List your products on Lemon Squeezy. No upfront cost. They eat a percentage only when you sell.
Total startup cost: $200-600 one-time + $20/month ongoing.
Every SaaS subscription that wraps an API you could call directly is a profit leak. I publish every tool and template I use at jsterlinglabs.com/tools. If you want the full automation playbook with setup guides, it's there.
*Originally published on Sterling Labs*