Verified cases · Revenue breakdowns
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Revenue, traffic, and step-by-step playbooks—pick one and replicate.
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Featured earn playbooks
Automation · Intermediate
n8n + Claude Code AI Automation Agency: Solo Operator Revenue Playbook
Public compilation of rates, stack, and replication steps for AI automation agencies (disclosed metrics; not a guarantee)
公开披露 $1,800-$26,000/项目 或 $95-$235/小时（非本站承诺）
Difficulty
Intermediate
Startup cost
—
Replicability
—
Ai-Tool-Case · Beginner
AI Carousels Micro-SaaS: How a Solo Founder Shipped LinkedIn Carousel Automation
An Argentinian product designer turned layoff anxiety into a $5K/month AI Micro SaaS in just 10 days — no formal programming background required.
$5,000/mo MRR
- Replicability 85%
Payback
—
Replicability
85%
Ai-Tool-Case · Intermediate
Claude Code Micro-SaaS Weekend Build: Solo Dev Launch Playbook
From blank project to 12 paying customers in a weekend: how Claude Code made a solo developer 10x faster.
$2,400/mo MRR
- Replicability 85%
Payback
—
Replicability
85%
Ai-Tool-Case · Beginner
MetricMint with GitHub Copilot: Build a Self-Hosted Revenue Dashboard
One developer, one Copilot session, one $49 product: the complete story of building MetricMint.
$49 one-time
- Replicability 90%
Payback
—
Replicability
90%
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Based on 33 verified cases — pick a stage, then open a real playbook.
Starting from zero
Low barrier — good for your first AI side project
Cursor for Non-Technical Founders: 48-Hour AI SaaS Build Checklist
Ready to scale
Tooling experience — most cases land at $3k–$12k/mo
HeadshotPro by Danny Postma: Solo AI Headshot Business Model
Advanced & agents
Complex automation & agent plays — higher upside
Nat Eliason × OpenClaw: AI Agent Workflows for Running a Business
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Full playbooks when you are ready
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See what's included- Complete case write-ups & metric notes
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- Step-by-step execution guides
- Tools used in real founder stacks
Playbooks
Step-by-step earn guides
Migrate from GPT-5.6 to GPT-6 Sol/Luna API: 25-minute complete tutorial
If you need a GPT-6 API migration guide, this tutorial covers model ID updates, function calling migration, cache config changes, and 5 breaking changes
How to Write .cursorrules: Cursor Prompt Engineering Guide (2026)
If Cursor's AI keeps generating code you have to fix every time, the problem is not the model: it is your rules file. A good .cursorrules can cut your edit-to-accept ratio from 3:1 to near 1:1. After eight months of iterating on Cursor rules across React, Python, and Go projects, this guide walks through what works, what breaks, and the templates I actually use.
Claude Code Pricing Guide: Plans, Credits, and Cost Optimization (2026)
I spend $80-150/month on Claude Code and use it 6-7 days a week. This guide breaks down exactly how Claude Code pricing works: per-token API billing, Anthropic credits, Max mode costs, the June 2026 billing change, and real monthly budgets from three developer profiles. I also share the six cost optimization techniques that cut my bill from $340 to $80 without reducing how much I ship.
Founder stack
Tools founders actually use
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Industry briefs
AI industry updates
OpenAI 官方博客
OpenAI Models Land on Google Cloud: Three-Cloud Coverage Complete, Codex Agent Workflows How to Choose
On October 21, OpenAI and Google Cloud announced a partnership to bring frontier models (GPT-6 Astra etc.) and Codex agentic workflows into Google Cloud's Model Garden, billed through Marketplace with GCP commitment drawdown. Models will also arrive in Antigravity and Gemini Agent. This completes OpenAI's three-cloud coverage (Azure/AWS/Google Cloud). Microsoft remains the primary cloud partner.
Anthropic 官方
Anthropic Launches Claude Duet: Proactive AI Agent vs Meta Muse vs OpenAI Dots — How to Choose
On October 21, Anthropic launched Claude Duet as a research preview — a proactive AI agent built on Opus 5.5. It sends daily briefings, monitors connected apps every few hours, and handles background tasks, but requires human approval for payments, messages, and document signing. Unlike Meta Muse (10M+ users) and OpenAI Dots, Duet deliberately avoids lifestyle use cases, targeting professionals and small business owners with strict safety boundaries.
梭哈 AI / 智源社区
THUNLP Open-Sources PilotDeck 2.0: Workspace Isolation + Smart Routing, Agent Task Cost to 1/6?
Tsinghua THUNLP, with ModelBest and OpenBMB, open-sourced agent OS PilotDeck 2.0 (AGPL-3.0). Four cores: WorkSpace isolation for files/memory/skills, white-box editable memory, Always-on execution after window close, and Smart Routing (strong model plans, small model executes). Benchmark: Claude Sonnet 4.6 + MiniMax-M2.7 orchestration scored 70.6 at $3.15, vs single Sonnet 4.6 at 69.1 and $18.36 — approximately 1/6 the cost.
什么值得买 / 智谱官方
Zhipu Open-Sources GLM-Legal: Harvey LAB #1 Open-Weight, How to Choose Legal AI?
Zhipu open-sourced GLM-Legal on Oct 17, based on GLM-5.3-Flash, trained on legal corpora and RL with tens of thousands of legal tasks. It ranks #1 open-weight on both Harvey LAB (19.2% full pass) and LegalBench (86.23% accuracy) by Vals AI. Test cost is approximately 1/70th of Gemini 4 Argon, trading ~30 min slower per task. Covers 1,200+ law firm tasks across 24 practice areas — contract review, evidence analysis, cross-border compliance.