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👑 PREMIUM 1000 TASKS — PART 2/4 (Tasks 201–500)

Lists 300 tasks across knowledge acquisition, automation builds, and infrastructure setup for an AI business empire.

May 2, 2026
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What this file does

Lists 300 tasks across knowledge acquisition, automation builds, and infrastructure setup for an AI business empire.

When to use it

  • Planning a structured learning path for AI/ML and business skills
  • Building a personal or agency automation pipeline with n8n and agents
  • Setting up monitoring, DevOps, and distribution for an AI product
  • Tracking progress on a large-scale side project or startup

Assumes this stack

n8nDockerKubernetesPythonRedisPostgreSQL

👑 PREMIUM 1000 TASKS — PART 2/4 (Tasks 201–500)


🧠 SEKTION C: WISSEN & KNOW-HOW (201–350)

AI/ML Deep Knowledge

  • 201. 🧠🔥 Paper: "Attention Is All You Need" — Transformer verstehen
  • 202. 🧠 Paper: "Constitutional AI" (Anthropic) — Safety verstehen
  • 203. 🧠 Paper: "Scaling Laws for Neural Language Models" — Warum größer = besser
  • 204. 🧠 Paper: "Chain-of-Thought Prompting" — Reasoning verbessern
  • 205. 🧠 Paper: "ReAct: Synergizing Reasoning and Acting" — Agent Patterns
  • 206. 🧠 Paper: "Toolformer" — Wie LLMs Tools nutzen lernen
  • 207. 🧠 Paper: "DPO: Direct Preference Optimization" — Fine-Tuning Revolution
  • 208. 🧠 Paper: "Mixture of Experts" — Wie Mixtral/GPT-4 funktioniert
  • 209. 🧠 Paper: "RAG: Retrieval Augmented Generation" — Die Zukunft von LLMs
  • 210. 🧠 Paper: "RLHF" — Reinforcement Learning from Human Feedback

Kurse & Zertifizierungen

  • 211. 🧠 Coursera: "Deep Learning Specialization" (Andrew Ng) — Fundament
  • 212. 🧠 Fast.ai: "Practical Deep Learning" — Hands-on
  • 213. 🧠 Stanford CS229: Machine Learning (kostenlos)
  • 214. 🧠 Hugging Face Course: Transformers, Fine-Tuning, Deployment
  • 215. 🧠 Google AI Cert: "Google Cloud Machine Learning Engineer"
  • 216. 🧠 AWS ML Cert: "AWS Machine Learning Specialty"
  • 217. 🧠 LangChain Academy: Agent Development
  • 218. 🧠 Prompt Engineering Course (OpenAI/DeepLearning.AI)
  • 219. 🧠 Docker & Kubernetes für AI (Udemy)
  • 220. 🧠 System Design für ML Systems (Educative.io)

Prompt Engineering Mastery

  • 221. 🧠💰 200 System Prompts erstellen und dokumentieren
  • 222. 🧠 Chain-of-Thought Library: 50 CoT Templates
  • 223. 🧠 Few-Shot Bank: 100 Few-Shot Examples kategorisiert
  • 224. 🧠 Role-Play Prompts: 30 Expert Personas (CEO, CTO, CMO, etc.)
  • 225. 🧠 Jailbreak-Defense Prompts: 20 Safety Patterns
  • 226. 🧠 Multi-Modal Prompts: Vision + Text Kombination
  • 227. 🧠 Code Generation Prompts: 50 Templates (Python, Go, JS)
  • 228. 🧠 Data Analysis Prompts: 30 Templates für Business Intelligence
  • 229. 🧠 Creative Writing Prompts: 40 Templates (Ads, Blog, Social)
  • 230. 🧠 Benchmark: Prompts testen über 5 verschiedene Modelle

Agent Architecture Deep Dive

  • 231. 🧠🔥 Multi-Agent Coordination: Boss-Worker, Peer-to-Peer, Hierarchisch
  • 232. 🧠 Agent Memory: Episodic, Semantic, Procedural Memory implementieren
  • 233. 🧠 Agent Planning: Tree-of-Thought, Graph-of-Thought
  • 234. 🧠 Agent Tool Use: Function Calling, MCP Protocol
  • 235. 🧠 Agent Evaluation: Wie misst man Agent-Qualität?
  • 236. 🧠 CrewAI Code lesen und verstehen (Competitor Analysis)
  • 237. 🧠 AutoGPT/BabyAGI Architecture Study
  • 238. 🧠 LangGraph: Stateful Agents mit Graphs
  • 239. 🧠 Semantic Kernel (Microsoft): Agent Framework
  • 240. 🧠 Eigenes Agent Framework dokumentieren: "Photonic Framework"

Local LLM Mastery

  • 241. 🧠🔥 Ollama: Alle Top-Modelle benchmarken (Qwen, DeepSeek, Llama, Gemma, Phi)
  • 242. 🧠 LoRA Fine-Tuning: Eigenes Sales-Modell trainieren
  • 243. 🧠 QLoRA: 4-bit Quantization + Fine-Tuning auf Consumer Hardware
  • 244. 🧠 GGUF Quantization: Modelle für M-Chip optimieren
  • 245. 🧠 vLLM: High-Throughput Inference Server aufsetzen
  • 246. 🧠 Text Embedding Models: BGE, E5, Nomic für RAG
  • 247. 🧠 Vector DB Vergleich: Chroma vs Qdrant vs Milvus vs Pinecone
  • 248. 🧠 RAG Pipeline bauen: Dokumente → Chunks → Embeddings → Retrieval
  • 249. 🧠 RAG Evaluation: Precision, Recall, F1 für Retrieval
  • 250. 🧠 Multi-Modal LLMs: LLaVA, Qwen-VL lokal deployen

Programming & Architecture

  • 251. 🧠 Python AsyncIO Mastery: Concurrency für 100M Agent Swarm
  • 252. 🧠 Go for Performance: Agent Communication + Message Queues
  • 253. 🧠 Rust Basics: Für ultra-schnelle Data Processing
  • 254. 🧠 TypeScript: n8n Custom Nodes + Frontend
  • 255. 🧠 FastAPI Advanced: WebSockets, Streaming, SSE
  • 256. 🧠 GraphQL API Design für Dashboard
  • 257. 🧠 Redis Advanced: Streams, Pub/Sub, Lua Scripts
  • 258. 🧠 PostgreSQL: JSONB, Full-Text Search, Partitioning
  • 259. 🧠 Apache Kafka: Event Streaming für Agent Communication
  • 260. 🧠 gRPC: High-Performance Agent Communication

Business & Strategy Knowledge

  • 261. 🧠💰 Buch: "$100M Offers" (Alex Hormozi) — Premium Pricing
  • 262. 🧠💰 Buch: "$100M Leads" (Alex Hormozi) — Lead Generation
  • 263. 🧠💰 Buch: "The Lean Startup" (Eric Ries) — MVP Strategy
  • 264. 🧠💰 Buch: "Zero to One" (Peter Thiel) — Monopoly Building
  • 265. 🧠 Buch: "AI Superpowers" (Kai-Fu Lee) — Market Understanding
  • 266. 🧠💰 Buch: "Dotcom Secrets" (Russell Brunson) — Funnel Building
  • 267. 🧠💰 Buch: "Expert Secrets" (Russell Brunson) — Authority Building
  • 268. 🧠 Buch: "Designing Machine Learning Systems" (Chip Huyen)
  • 269. 🧠💰 Buch: "Traction" — 19 Channels für Growth
  • 270. 🧠 YouTube: Y Combinator Startup School (kostenlos, Gold wert)

Marketing & Sales Mastery

  • 271. 🧠💰 Copywriting lernen: AIDA, PAS, 4P Frameworks
  • 272. 🧠💰 Sales Psychology: Commitment, Reciprocity, Scarcity
  • 273. 🧠💰 Email Marketing: Open Rates, CTR, Segmentation
  • 274. 🧠💰 Funnel Architecture: TOFU, MOFU, BOFU verstehen
  • 275. 🧠💰 Facebook/Instagram Ads: Custom Audiences, Lookalikes, Retargeting
  • 276. 🧠💰 Google Ads: Search, Display, YouTube Pre-Rolls
  • 277. 🧠💰 SEO Mastery: Technical SEO, Content SEO, Link Building
  • 278. 🧠💰 CRO (Conversion Rate Optimization): A/B Testing, Heatmaps
  • 279. 🧠💰 Analytics: Google Analytics 4, UTM Tracking, Attribution Models
  • 280. 🧠💰 Pricing Psychology: Anchoring, Decoy Effect, Value-Based Pricing

DevOps & Infrastructure

  • 281. 🧠⚡ Docker Advanced: Multi-Stage, Security, Optimization
  • 282. 🧠⚡ Kubernetes: Pod Management, Auto-Scaling, Helm Charts
  • 283. 🧠⚡ Terraform: Infrastructure as Code für Cloud AI
  • 284. 🧠⚡ GitHub Actions: CI/CD Pipeline für AI Deployment
  • 285. 🧠⚡ Prometheus + Grafana: Monitoring für AI Systems
  • 286. 🧠⚡ ELK Stack: Log Management für 100M Agents
  • 287. 🧠⚡ Nginx: Reverse Proxy + Load Balancer für API
  • 288. 🧠⚡ CloudFlare: CDN + DDoS Protection + Workers
  • 289. 🧠⚡ Hetzner ARM Servers: Günstigstes AI Hosting in Europa
  • 290. 🧠⚡ Coolify/Dokku: Self-Hosted PaaS für AI Apps

Security & Compliance

  • 291. 🧠 DSGVO Compliance für AI Services: Was ist erlaubt?
  • 292. 🧠 EU AI Act: Risikoklassifizierung verstehen
  • 293. 🧠 API Key Management: Vault, Rotation, Least Privilege
  • 294. 🧠 Data Privacy: Anonymisierung, Pseudonymisierung
  • 295. 🧠 Penetration Testing: Eigene APIs testen
  • 296. 🧠 SOC 2 Understanding: Was Enterprise Kunden erwarten
  • 297. 🧠 AI Ethics: Bias, Fairness, Transparency Framework
  • 298. 🧠 Model Security: Prompt Injection Prevention
  • 299. 🧠 OWASP Top 10 für AI/ML Applications
  • 300. 🧠 Insurance: Berufshaftpflicht für AI Consulting bewerten

Trends & Emerging Tech

  • 301. 🧠🔥 AI Agents Trend: Autonomous Agents sind der nächste große Shift
  • 302. 🧠 Voice AI: ElevenLabs, Cartesia → Voice Cloning für Content
  • 303. 🧠 Video AI: Sora, Runway, Kling → Video Generation
  • 304. 🧠 Music AI: Suno, Udio → Musik Generation
  • 305. 🧠 3D AI: Meshy, Tripo → 3D Model Generation
  • 306. 🧠 Robotics + AI: Physical Intelligence, Figure 02
  • 307. 🧠 Quantum Computing + AI: IBM, Google Sycamore
  • 308. 🧠 Neuromorphic Computing: Brain-inspired AI Hardware
  • 309. 🧠 Edge AI: On-Device Models (Apple Neural Engine, Qualcomm)
  • 310. 🧠 Synthetic Data: Generate Training Data with AI

Competitor Analysis

  • 311. 🧠💰 Konkurrenzanalyse: Top 20 AI Automation Agencies (DE)
  • 312. 🧠💰 Konkurrenzanalyse: Top 20 AI Content Creators (DE YouTube)
  • 313. 🧠💰 Konkurrenzanalyse: Top 20 AI Course Creators
  • 314. 🧠💰 Pricing Benchmark: Was verlangen andere für AI Services?
  • 315. 🧠💰 Differentiation: Was macht UNS einzigartig? USP definieren
  • 316. 🧠💰 SWOT Analyse: Strengths, Weaknesses, Opportunities, Threats
  • 317. 🧠💰 Blue Ocean Strategy: Unbesetzte Nischen finden
  • 318. 🧠💰 Market Size: TAM/SAM/SOM für AI Automation DACH
  • 319. 🧠💰 Customer Personas: 5 detaillierte ICP (Ideal Customer Profile)
  • 320. 🧠💰 Competitor Funnel Teardown: 5 Top-Competitors analysieren

Financial Knowledge

  • 321. 🧠💰 Unit Economics verstehen: CAC, LTV, Churn, MRR, ARR
  • 322. 🧠💰 Financial Modeling: Excel/Sheets Model für AI Business
  • 323. 🧠💰 Steueroptimierung für Freelancer/Einzelunternehmer
  • 324. 🧠💰 Investorenpitch erstellen (für spätere Skalierung)
  • 325. 🧠💰 Bootstrapping vs VC: Vor- und Nachteile
  • 326. 🧠💰 Pricing Strategies: Value-Based, Cost-Plus, Competitive
  • 327. 🧠💰 Cash Flow Management: Einnahmen vs Ausgaben optimieren
  • 328. 🧠💰 Revenue Diversification: Mindestens 5 Einnahmequellen
  • 329. 🧠💰 Passive Income Architecture: Einmal bauen, immer verdienen
  • 330. 🧠💰 Exit Strategy: Was wäre das Business wert wenn du es verkaufst?

Personal Development

  • 331. 🧠 Deep Work Methode: 4h Fokus-Blöcke für maximale Produktivität
  • 332. 🧠 Second Brain aufbauen: Obsidian/Notion Knowledge Management
  • 333. 🧠 Habit Stacking: Tägliche AI-Routinen automatisieren
  • 334. 🧠 Public Speaking Skills: Für Konferenzen und Webinare
  • 335. 🧠 Networking Skills: Echte Beziehungen zu Entscheidern aufbauen
  • 336. 🧠 Verhandlungstechniken: Für Premium Pricing (Never Split the Difference)
  • 337. 🧠 Time Management: Eisenhower Matrix + AI-gestütztes Planning
  • 338. 🧠 Mindset: Growth Mindset + Creator Economy Thinking
  • 339. 🧠 Health: Desk Setup, Ergonomie, Pausen-Routine
  • 340. 🧠 Sleep Optimization: 7-8h für maximale kognitive Leistung

Industry Knowledge

  • 341. 🧠💰 E-Commerce + AI: Use Cases, Pain Points, Solutions
  • 342. 🧠💰 Healthcare + AI: Compliance, Use Cases, Opportunities
  • 343. 🧠💰 Finance + AI: Trading, Risk, Compliance, FinTech
  • 344. 🧠💰 Real Estate + AI: Bewertung, Lead Gen, Virtual Tours
  • 345. 🧠💰 Legal + AI: Document Review, Contract Analysis
  • 346. 🧠💰 Education + AI: Personalized Learning, Assessment
  • 347. 🧠💰 Manufacturing + AI: Predictive Maintenance, Quality Control
  • 348. 🧠💰 Logistics + AI: Route Optimization, Demand Forecasting
  • 349. 🧠💰 Marketing + AI: Personalization, Attribution, Creative
  • 350. 🧠💰 HR + AI: Recruiting, Engagement, Performance

⚡ SEKTION D: AUTOMATION & INFRASTRUCTURE (351–500)

n8n Workflow Empire (50 Workflows)

  • 351. ⚡🔥 WF: RSS AI News → Summarize → Post Twitter + LinkedIn + Blog
  • 352. ⚡🔥 WF: Stripe Payment → Telegram Alert → CRM Update → Thank You Email
  • 353. ⚡ WF: New Upwork Gig (RSS) → AI Proposal → Draft Email → Notion Log
  • 354. ⚡ WF: YouTube Video Upload → Cross-Post Shorts → TikTok → Instagram
  • 355. ⚡ WF: Email Received → AI Categorize → Auto-Reply Draft → CRM Tag
  • 356. ⚡ WF: Competitor Blog RSS → AI Summary → Competitive Intel Dashboard
  • 357. ⚡ WF: Daily Revenue Report → Telegram + Email + Dashboard Update
  • 358. ⚡ WF: New Lead (Form) → AI Qualify → CRM → Nurture Email Sequence
  • 359. ⚡ WF: GitHub Push → Tests → Deploy → Health Check → Telegram Alert
  • 360. ⚡ WF: Calendar Meeting → AI Pre-Meeting Research → Notes Template
  • 361. ⚡ WF: Social Media Mentions → Sentiment Analysis → Priority Response
  • 362. ⚡ WF: Weekly Content Calendar → AI Generate → Schedule → Report
  • 363. ⚡ WF: Customer Feedback → AI Categorize → Priority Route → Dashboard
  • 364. ⚡ WF: Invoice Due → Reminder Email → Escalation if Unpaid
  • 365. ⚡ WF: SEO Rank Tracker → Weekly Report → Optimization Suggestions
  • 366. ⚡ WF: Newsletter Signup → Welcome Sequence → Segmentation
  • 367. ⚡ WF: Product Hunt Launch Day Automation (Post + Engage + Track)
  • 368. ⚡ WF: Reddit/HN Monitor → AI Summary → Opportunity Alert
  • 369. ⚡ WF: Auto-Invoice Generation + Stripe Link per Email
  • 370. ⚡ WF: Weekly Business Metrics Digest → AI Analysis → Strategy Update

Agent System Upgrades

  • 371. ⚡🔥 Brain V3: Reinforcement Learning aus vergangenen Entscheidungen
  • 372. ⚡🔥 Swarm Coordinator: Load Balancer für 100M Agents
  • 373. ⚡ Agent Specialization Engine: Auto-assign basierend auf Leistung
  • 374. ⚡ Agent Memory Layer: Redis + Vector DB für Langzeitgedächtnis
  • 375. ⚡ Agent Competition Framework: Agents battlen um beste Ergebnisse
  • 376. ⚡ Agent Marketplace: Agents als Service verkaufen
  • 377. ⚡ Agent Monitoring: Real-time Dashboard für alle aktiven Agents
  • 378. ⚡ Agent Cost Tracker: API-Kosten pro Agent pro Task
  • 379. ⚡ Agent A/B Testing: Verschiedene Prompts + Modelle vergleichen
  • 380. ⚡ Agent Retirement: Unterperformende Agents automatisch deaktivieren

Content Automation Pipeline

  • 381. ⚡🔥 Full Content Pipeline: Idea → Research → Write → Edit → Publish → Promote
  • 382. ⚡ Blog Post Generator: Keyword → Outline → Draft → SEO → Publish
  • 383. ⚡ Social Media Repurposer: 1 Blog Post → 5 Tweets + 3 LinkedIn + 2 TikTok
  • 384. ⚡ Email Newsletter Generator: Weekly digest automatisch kuratieren
  • 385. ⚡ Video Script Generator: Topic → Script → Shot List → Edit Notes
  • 386. ⚡ Thumbnail Generator: AI + Canva API für YouTube Thumbnails
  • 387. ⚡ Caption Generator: Videos → Auto-Captions → Multi-Language
  • 388. ⚡ Content Quality Scorer: AI bewertet Content vor Veröffentlichung
  • 389. ⚡ Plagiarism Checker: Vor Veröffentlichung auf Originalität prüfen
  • 390. ⚡ Content Calendar Manager: Auto-Schedule basierend auf Best Posting Times

Sales Automation

  • 391. ⚡🔥 Lead Scoring Engine: AI bewertet Leads (1-100) basierend auf Verhalten
  • 392. ⚡ Proposal Generator: Kunden-Input → Personalisiertes Angebot (PDF)
  • 393. ⚡ Follow-Up Sequencer: 5-Email-Sequenz nach erstem Kontakt
  • 394. ⚡ Meeting Scheduler: Calendly + AI Pre-Qualification
  • 395. ⚡ CRM Integration: HubSpot/Notion Auto-Update bei jedem Touchpoint
  • 396. ⚡ Price Calculator: AI-gestützter dynamischer Preisrechner
  • 397. ⚡ Contract Generator: Service Details → Vertrag (PDF)
  • 398. ⚡ Upsell Detector: AI erkennt wann Kunden bereit für Upgrade sind
  • 399. ⚡ Churn Predictor: Warnsystem wenn Kunden abzuspringen drohen
  • 400. ⚡ Testimonial Collector: Auto-Email nach Projektabschluss → Review Request

Data & Analytics System

  • 401. ⚡🔥 Real-Time Revenue Dashboard: Stripe + Gumroad + Affiliate → Live Display
  • 402. ⚡ Content Performance Tracker: Views, Likes, Shares, Revenue per Post
  • 403. ⚡ Agent ROI Calculator: Revenue generated per Agent per Dollar spent
  • 404. ⚡ Conversion Funnel Analytics: Visitor → Lead → Customer → Ambassador
  • 405. ⚡ A/B Test Framework: Headlines, Prices, CTAs automatisch testen
  • 406. ⚡ Social Media Analytics Aggregator: Alle Plattformen → ein Dashboard
  • 407. ⚡ SEO Dashboard: Rankings, Backlinks, Traffic per Keyword
  • 408. ⚡ Email Analytics: Open Rate, CTR, Unsubscribe per Campaign
  • 409. ⚡ Competitor Price Monitor: Konkurrenz-Preise automatisch tracken
  • 410. ⚡ Customer Lifetime Value Calculator: Vorhersage pro Segment

DevOps & Scaling Infrastructure

  • 411. ⚡ Docker Compose Stack: Redis + n8n + Prometheus + Grafana + API
  • 412. ⚡ Kubernetes Cluster: Auto-scaling Agent Pods
  • 413. ⚡ CI/CD Pipeline: Push → Lint → Test → Build → Deploy → Smoke Test
  • 414. ⚡ Blue-Green Deployment: Zero-Downtime Updates
  • 415. ⚡ Database Migration System: Alembic/Flyway für Schema Changes
  • 416. ⚡ Secret Management: HashiCorp Vault oder AWS Secrets Manager
  • 417. ⚡ CDN Setup: Static Assets über CloudFlare CDN
  • 418. ⚡ DDoS Protection: CloudFlare WAF + Rate Limiting
  • 419. ⚡ Backup Strategy: Hourly DB Backup → S3/B2 (3-2-1 Rule)
  • 420. ⚡ Disaster Recovery: RPO < 1h, RTO < 4h

API & Integration Layer

  • 421. ⚡ Unified API Gateway: FastAPI mit Auth + Rate Limiting + Docs
  • 422. ⚡ Webhook Manager: Empfangen + Validieren + Routen
  • 423. ⚡ OAuth2 Integration: Google, GitHub, Stripe Login
  • 424. ⚡ Stripe Checkout Integration: Custom Checkout Pages
  • 425. ⚡ PayPal Integration: Alternative Payment Method
  • 426. ⚡ Telegram Bot: Empire Status + Commands via Telegram
  • 427. ⚡ Slack Integration: Notifications + Commands
  • 428. ⚡ Zapier/Make Integration: Für Kunden die n8n nicht nutzen
  • 429. ⚡ REST + GraphQL + WebSocket API für Dashboard
  • 430. ⚡ OpenAPI/Swagger Docs: Professionelle API Dokumentation

Monitoring & Alerting

  • 431. ⚡ Prometheus Metrics: Custom Metrics für Revenue, Agents, Content
  • 432. ⚡ Grafana Dashboards: 5 Dashboards (Revenue, Agents, Content, Infra, Alerts)
  • 433. ⚡ PagerDuty/OpsGenie: Critical Alerts für Downtime
  • 434. ⚡ Uptime Monitoring: Alle Endpoints alle 1min prüfen
  • 435. ⚡ Log Aggregation: Loki/ELK für zentrales Logging
  • 436. ⚡ Error Tracking: Sentry für Python/JS Error Monitoring
  • 437. ⚡ Performance APM: Response Times, Throughput, Error Rates
  • 438. ⚡ Cost Alerts: Warnung wenn API Costs über Budget
  • 439. ⚡ SLA Dashboard: Uptime % pro Service
  • 440. ⚡ Weekly Ops Report: Auto-generated Infrastructure Health Report

Testing & Quality

  • 441. ⚡ Unit Tests: 80% Coverage für alle Core Modules
  • 442. ⚡ Integration Tests: API Endpoints, Webhook Processing
  • 443. ⚡ E2E Tests: Full Flow vom Lead zum Sale
  • 444. ⚡ Load Tests: k6/Locust für 10K concurrent requests
  • 445. ⚡ Chaos Engineering: Random Service Failures testen
  • 446. ⚡ Security Tests: OWASP ZAP Scan auf alle Endpoints
  • 447. ⚡ Prompt Regression Tests: Sicherstellen dass Prompts stabil bleiben
  • 448. ⚡ Data Quality Tests: Revenue-Zahlen validieren
  • 449. ⚡ Performance Benchmarks: Latency per Agent per Model
  • 450. ⚡ Smoke Tests nach jedem Deployment

Mobile & Cross-Platform

  • 451. ⚡ PWA (Progressive Web App): Empire Dashboard als Mobile App
  • 452. ⚡ Push Notifications: Revenue Alerts auf dem Handy
  • 453. ⚡ Responsive Design: Dashboard auf allen Screens perfekt
  • 454. ⚡ Offline Mode: Wichtige Daten lokal cachen
  • 455. ⚡ Widget: iOS/Android Widget mit Live Revenue
  • 456. ⚡ Apple Shortcuts: "Hey Siri, starte Empire Launch"
  • 457. ⚡ Telegram Mini App: Dashboard im Telegram Messenger
  • 458. ⚡ Chrome Extension: AI Assistant für Browser (Quick Actions)
  • 459. ⚡ VS Code Extension: Empire Status in der IDE
  • 460. ⚡ CLI Tool: empire status, empire launch, empire revenue

Email & Communication

  • 461. ⚡ Email Service Setup: Resend/SendGrid/Postmark
  • 462. ⚡ Transactional Emails: Welcome, Invoice, Password Reset
  • 463. ⚡ Marketing Emails: Newsletter mit AI-personalisierung
  • 464. ⚡ Email Templates: 20 Premium HTML Templates
  • 465. ⚡ Email Warm-Up: Deliverability sicherstellen
  • 466. ⚡ DKIM/SPF/DMARC: Email Authentication Setup
  • 467. ⚡ Email Analytics: Engagement Tracking per Subscriber
  • 468. ⚡ Drip Campaigns: 5 automatische Email Sequenzen
  • 469. ⚡ Re-Engagement Campaign: Inaktive Subscriber wiederbeleben
  • 470. ⚡ Email List Hygiene: Auto-remove Bounces + Unengaged

Knowledge Management

  • 471. ⚡ RAG System: Alle Docs indexieren → AI kann alles durchsuchen
  • 472. ⚡ Knowledge Base: Confluence/Notion für internes Wissen
  • 473. ⚡ AI Research Agent: Automatisch neue Papers + Trends sammeln
  • 474. ⚡ Bookmark System: AI-kategorisierte Links zu Tools + Resources
  • 475. ⚡ Idea Capture: Quick-Input → AI kategorisiert → Priorisiert
  • 476. ⚡ Meeting Notes AI: Auto-transcribe + Action Items extrahieren
  • 477. ⚡ Decision Log: Alle Business-Entscheidungen dokumentieren
  • 478. ⚡ Playbook Library: SOPs für alle Prozesse
  • 479. ⚡ Lessons Learned Database: Was hat funktioniert, was nicht?
  • 480. ⚡ Daily Journal AI: End-of-Day Summary + Insights

Marketplace & Distribution

  • 481. 💰 Gumroad Store komplett aufsetzen: 10 Produkte, Premium Design
  • 482. 💰 LemonSqueezy als Alternative: Bessere EU Steuerhandling
  • 483. 💰 Etsy Shop für Templates + Printables
  • 484. 💰 Creative Market für Premium Templates
  • 485. 💰 AppSumo Lifetime Deal vorbereiten (wenn SaaS ready)
  • 486. 💰 Product Hunt Launch planen (Datum + Assets + Supporters)
  • 487. 💰 Indie Hackers Community: Projekt showcasen
  • 488. 💰 Hacker News: "Show HN" Post vorbereiten
  • 489. 💰 Reddit Launch: r/SaaS, r/EntrepreneurRideAlong
  • 490. 💰 Twitter/X Launch Thread: Viral Launch Campaign

Wissensplattformen weltweit

  • 491. 🧠💰 Udemy (EN): "Complete AI Business Automation" — Global Reichweite
  • 492. 🧠💰 Skillshare (EN): "AI Automation Masterclass" — Passive Income
  • 493. 🧠💰 Coursera (Partner): AI Automation Certificate Program
  • 494. 🧠💰 edX (Partner): MIT-Style AI Course
  • 495. 🧠💰 YouTube (EN): Englischer Kanal für globale Reichweite
  • 496. 🧠💰 Medium (EN): AI Automation Articles → Partner Program
  • 497. 🧠💰 Dev.to: Technical AI Tutorials für Developer-Audience
  • 498. 🧠💰 Hashnode: AI Engineering Blog
  • 499. 🧠💰 Substack (EN): "AI Empire Newsletter" — Global Subscribers
  • 500. 🧠💰 GitHub: Open Source Framework → Stars → Authority → Consulting Leads

What's inside

Two sections: Wissen & Know-How (150 tasks) and Automation & Infrastructure (150 tasks), each with 10 subsections.

Change this for your project

  • Replace Photonic Framework with your own agent framework name
  • Replace Empire in CLI commands like empire status with your project name
  • Replace DACH in market size analysis with your target region

Where it goes

Keep it in your repository where the agent or team that needs it will read it.

Worth borrowing

  • Organise a massive task list into numbered subsections for incremental progress
  • Combine learning, building, and business tasks in one checklist to align skill growth with product development

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