Build once, sell forever. A brand index of local-AI developer products, generated and maintained automatically.
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- Local LLM on Apple Silicon — The MLX Deploy Playbook — The exact recipe to serve fast, private LLMs on your Mac — including the silent failures nobody documents. ($29)
- The MLX-Optimized Local-LLM Prompt Pack — 48 production prompts tuned for smaller local models — copy-paste + JSON for agent loops. ($19)
- Local-LLM Builder Bundle (Playbook + Prompt Pack) — Both products together: deploy the server, then drive it with the tuned prompt library. Save 21%. ($39)
- 50 Real Estate Agents AI Prompts — 50 ready-to-use prompts so real estate agents write listings, follow-ups, and ads in minutes. ($19)
- 50 Gym & Fitness Coaches AI Prompts — 50 prompts to write client programs, social posts, and DMs that actually convert. ($19)
- 50 Etsy & Small-Shop Sellers AI Prompts — 50 prompts for Etsy SEO titles, product descriptions, and shop policies that sell. ($17)
- 50 Solopreneur Consultants AI Prompts — 50 prompts to write proposals, client emails, and lead magnets without hiring a copywriter. ($19)
- 50 Youtubers & Video Creators AI Prompts — 50 prompts for video scripts, titles, and thumbnails that get clicked. ($19)
- 50 Newsletter Authors AI Prompts — 50 prompts for issue openers, subject lines, and growth tweets that build a list. ($17)
- 50 Local Service Businesses AI Prompts — 50 prompts for local service businesses to write Google posts, quotes, and review requests. ($15)
- 50 Course Creators AI Prompts — 50 prompts for course outlines, lesson scripts, and launch emails that sell. ($19)
- The AI Automation Playbook: 51 Workflows for Small Business — 51 ready-to-deploy AI workflows that cut admin time for small teams - copy-paste, not theory. ($29)
- The AI Prompt Library: 200 Copy-Paste Prompts for Business — 200 production prompts across marketing, ops, and writing - paste and get results. ($29)
- AI for Non-Techies: The 2026 Productivity Guide — The plain-English guide to using AI for real work - no code, no jargon. ($19)
- The 2026 AI Stack: 60 Tools + Local-LLM Setup Guide — The 60 tools worth using in 2026, plus how to run a private LLM on your Mac. ($19)
- The Passive Income Playbook: Build Digital Products with AI — The exact system to launch AI-built digital products that sell while you sleep. ($29)
- The AI Agentic Commerce System: Sell to Autonomous Buyers — The blueprint for building products and listings that autonomous AI buyers purchase. ($74.5)
- AI Philosophy & Hyperstition Strategy Notes — How self-fulfilling ideas, positive feedback, and the 'capitalism is AI' thesis actually inform practical brand + automation strategy. ($9)
- Mechanism-Design Pricing Playbook for AI Agents — How to design revenue-maximizing pricing and auction rules an AI agent can compute and a client can trust. ($29)
- Optimal-Stopping Decisions Playbook for Agents — When to act, sell, or stop under uncertainty — the math a decision agent should run for a client. ($19)
- Operations Optimization Pack for AI Agents — Solve client logistics, scheduling, and allocation problems with combinatorial-optimization math. ($29)
- Time-Series Forecasting Pack for Agents — Forecast demand, load, and revenue for a client with transformer-based time-series models. ($29)
- Queueing & Service-Throughput Pack for Agents — Optimize a client's service/throughput system with queueing-theory math an agent can apply. ($19)
- Game-Theoretic Multi-Agent Strategy Pack — Model competitor and multi-agent interactions so an agent can price and move strategically. ($29)
- Stochastic-Control Trading Policy Pack — Run a mathematical trading and portfolio policy an agent can execute and explain. ($49)
- Learning-to-Rank & Retrieval Pack for Agents — Build a client search/recommendation ranking model with learning-to-rank math. ($29)
- Embeddings & Similarity Pack for Agents — Build recommendation, similarity, and embedding systems with linear-algebra math. ($29)
- Risk & Actuarial Pricing Pack for Agents — Price insurance and risk models for a client with coherent risk-measure math. ($49)
- Web Scrapers Compared — Scrapy vs ScrapeGraphAI vs trafilatura (Local-First, Free) — Which free, local-first scraper to use for which job — with license honesty and a real smoke test. ($19)
- Self-Hosted Automation Compared — Automatisch vs n8n (Why n8n Costs You, Automatisch Doesn't) — The n8n fair-code license trap, and how to deploy Automatisch free with a working docker-compose. ($19)
- Recursive Meta-Loop Engineering — Level 1: Private Score & Fixed Budget — The first discipline that makes an agentic loop actually improve: held-out private scores, fixed budgets, and anti-reward-hacking gates. ($29)
- Recursive Meta-Loop Engineering — Level 2: Mechanism Injection — How to turn a repeating failure into a real edit to the inner loop, instead of another wiki note that gets ignored. ($29)
- Recursive Meta-Loop Engineering — Level 3: Held-Out Revert Discipline — How an autonomous loop can change itself safely: backups, held-out scores, hard revert paths, and human gating at the right layer. ($29)
- Recursive Meta-Loop Engineering — Level 4: Open-Ended Self-Extension — How an autonomous system can spawn new capabilities safely, instead of being stuck with the primitives it shipped with. ($29)
- Recursive Meta-Loop Engineering — Level 5: Anti-Reward Hacking & Honesty Boundaries — Practice-tested defenses against the failure mode that kills meta-loops: a system that optimizes the proxy instead of the real outcome. ($29)
- 50 Ai/Ml Engineers Building Self-Improving Systems Recursive Self-Improvement Prompts — 50 copy-paste prompts built for AI/ML engineers building self-improving systems in the recursive self-improvement / meta-loop stack — specific to the job, not generic. ($17)
- 50 Autonomous-Systems Operators / Platform Leads Recursive Self-Improvement Prompts — 50 copy-paste prompts built for autonomous-systems operators / platform leads in the recursive self-improvement / meta-loop stack — specific to the job, not generic. ($17)
- 50 Ai Product Leads / Founders Recursive Self-Improvement Prompts — 50 copy-paste prompts built for AI product leads / founders in the recursive self-improvement / meta-loop stack — specific to the job, not generic. ($17)
- AI Listing Optimizer: Speedrun Prompt Pack for Etsy Sellers — For Etsy sellers using AI for listings. Grounded in verified open-source tools. ($29)
- Local LLM Agent Runbook: Postmortem & Optimization for Ollama/MLX/llama.cpp — For people running local LLMs (Ollama/MLX/llama.cpp). Grounded in verified open-source tools. ($49)
- Local LLM Web Scraping Postmortem Notion Template — For people running local LLMs (Ollama/MLX/llama.cpp). Grounded in verified open-source tools. ($49)
- AI Automation Playbook: Speedrun Your SaaS with Open-Source Scraping & LLM Tools — For indie SaaS founders automating with AI. Grounded in verified open-source tools. ($15)
- Local LLM Agent Setup Checklist: For Runners Using Ollama, MLX, and llama.cpp — For people running local LLMs (Ollama/MLX/llama.cpp). Grounded in verified open-source tools. ($15)
- Speedrun Your Local LLM Agent: Build a Scraping & Automation Stack with Open Sou — For people running local LLMs (Ollama/MLX/llama.cpp). Grounded in verified open-source tools. ($15)
- **The Contrarian's Guide to Scripting YouTube Content with AI: A Playbook for Cr — For YouTube creators scripting with AI. Grounded in verified open-source tools. ($29)
- Build Your Own No-Code Automation Stack with Open Source Tools — For no-code automation users (Zapier/n8n refugees). Grounded in verified open-source tools. ($29)
- AI Job Application Playbook: Automate Your Search with Open-Source Tools — For job seekers using AI for applications. Grounded in verified open-source tools. ($29)
- AI for Etsy Listings: A Postmortem Guide to Choosing the Right Scraping & Automa — For Etsy sellers using AI for listings. Grounded in verified open-source tools. ($5)
- AI Job Seeker Speedrun: Master Applications Using Open-Source Scraping & Automat — For job seekers using AI for applications. Grounded in verified open-source tools. ($15)
- Local LLM Agent Toolkit: A Practical Guide to Running Agents with Open-Source To — For people running local LLMs (Ollama/MLX/llama.cpp). Grounded in verified open-source tools. ($29)
- AI Scripting Tools Comparison Guide: From Scrapy to Local LLM Runners — For YouTube creators scripting with AI. Grounded in verified open-source tools. ($29)
- MCP Server Playbook: Build Scalable Scraping & Automation Workflows — For developers building MCP servers. Grounded in verified open-source tools. ($15)
- AI-Powered Etsy Listing Automation Playbook: From Scraping to Sales — For Etsy sellers using AI for listings. Grounded in verified open-source tools. ($9)
- The No-Code Automation Pro’s Guide to Open-Source Scraping & Automation Tools — For no-code automation users (Zapier/n8n refugees). Grounded in verified open-source tools. ($0)
- Local LLM Agent Stack: A Postmortem of Real Tools for Real Workflows — For people running local LLMs (Ollama/MLX/llama.cpp). Grounded in verified open-source tools. ($29)
- AI Automation Playbook: Build Scalable Scraping + LLM Agents Without Breaking th — For indie SaaS founders automating with AI. Grounded in verified open-source tools. ($29)
New technical articles are published daily at https://autoincomesys.com/articles/
- web-browser-mcp — sibling project by the same author.
- fastapi-doc-gen — sibling project by the same author.
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