🚀 PHASE 1: Basics of AI Agents
Zero se start karke AI Agents ke foundation concepts tak ka complete roadmap. Perfect for beginners.
1. What is an AI Agent
2. Difference between AI Agent and Chatbot
3. Types of AI Agents
4. Reactive Agents
5. Goal Based Agents
6. Utility Based Agents
7. Learning Agents
8. Multi Agent Systems
9. Agent Architecture
10. Real World Examples of AI Agents
11. AI Agents in Web3
12. AI Agents in Automation
13. AI Agents in Trading
14. AI Agents in Customer Support
15. AI Agent vs RPA
16. AI Agent vs Workflow Automation
17. Tools Used for AI Agents
18. OpenAI, Anthropic & Local LLMs
19. Prompt Engineering Basics
20. Role of Memory in AI Agents
⚡ PHASE 2: n8n Basics
Learn n8n workflow automation from scratch – setup, triggers, nodes, and execution.
21. What is n8n
22. n8n vs Zapier
23. n8n vs Make
24. Self hosted vs Cloud n8n
25. Installing n8n
26. n8n UI overview
27. Nodes explanation
28. Triggers in n8n
29. Webhook trigger
30. Schedule trigger
31. Manual trigger
32. HTTP Request node
33. Set Node
34. IF Node
35. Switch Node
36. Merge Node
37. SplitInBatches Node
38. Error handling basics
39. Execution logs
40. Credentials management
🤖 PHASE 3: AI Integration in n8n
Connecting AI with n8n workflows – OpenAI, memory, RAG pipelines, and knowledge ingestion.
41. OpenAI node setup
42. Chat completion in n8n
43. Prompt templates
44. System prompts
45. User prompts
46. Few shot prompting
47. Function calling concept
48. JSON structured output
49. Memory handling in n8n
50. Conversation history storage
51. Vector database intro
52. Pinecone integration
53. Weaviate integration
54. Supabase vector store
55. RAG basics
56. RAG pipeline in n8n
57. PDF ingestion workflow
58. Website scraping + RAG
59. Google Docs ingestion
60. Knowledge base AI agent
🎯 PHASE 4: AI Agent Design
Design patterns for AI agents – memory, reasoning, planning, ReAct, multi-step logic.
61. Agent planning logic
62. Tool calling concept
63. Decision making loops
64. Agent state management
65. Agent memory types
66. Short term memory
67. Long term memory
68. Episodic memory
69. Semantic memory
70. Agent persona building
71. Multi step reasoning
72. ReAct pattern
73. Chain of Thought concept
74. Tree of Thought
75. Reflexion agents
76. AutoGPT style agents
77. BabyAGI concept
78. Crew AI concept
79. LangGraph intro
80. n8n based agent framework
🛠 PHASE 5: Practical AI Agents in n8n
Hands-on AI agents for automation, trading, Web3, marketing, and productivity workflows.
81. Customer support agent
82. Crypto research agent
83. Web3 news summarizer agent
84. X (Twitter) post generator agent
85. Discord bot agent
86. Telegram bot agent
87. Trading signal analyzer agent
88. NFT analytics agent
89. Smart contract auditor helper
90. YouTube script writer agent
91. SEO blog writer agent
92. Email responder agent
93. Meeting notes agent
94. Resume analyzer agent
95. Job matching agent
96. Sales agent
97. Lead qualification agent
98. Invoice processing agent
99. AI CRM agent
100. Personal assistant agent
⚙️ PHASE 6: Advanced n8n Workflows
Advanced workflow management, scaling, retries, load balancing, Docker/K8s deployment.
101. Dynamic workflow generation
102. Sub workflows
103. Workflow orchestration
104. Queue based processing
105. Redis integration
106. RabbitMQ integration
107. Kafka basics
108. Parallel execution
109. Rate limiting
110. Retry logic
111. Failover design
112. Load balancing concepts
113. High availability n8n
114. Scaling n8n
115. Docker deployment
116. Kubernetes deployment
117. Environment variables
118. Secrets management
119. CI/CD for n8n
120. Version control workflows
🧠 PHASE 7: AI Memory Systems
Design memory strategies for agents – SQL/NoSQL, vector, hybrid, encryption, privacy, backup.
121. Designing agent memory
122. SQL based memory
123. NoSQL memory
124. Vector memory
125. Hybrid memory
126. Memory compression
127. Memory summarization
128. Memory expiry policies
129. Memory privacy
130. Memory encryption
131. GDPR compliance
132. User session memory
133. Multi user memory
134. Memory sync
135. Memory backup
136. Memory restore
137. Memory analytics
138. Memory performance
139. Memory sharding
140. Memory optimization
🛠 PHASE 8: Tooling for Agents
Connect AI agents to external APIs, browser automation, blockchain, calculators, and microservices.
141. External API calling
142. Browser automation
143. Scraping agents
144. Search agents
145. Calculator tool
146. Code execution tool
147. Database query tool
148. Blockchain explorer tool
149. Wallet interaction tool
150. Smart contract interaction tool
151. Price oracle tool
152. On chain analytics tool
153. DeFi protocol tool
154. Social media APIs
155. Email APIs
156. SMS APIs
157. Payment gateways
158. File storage APIs
159. Cloud functions
160. Microservices tools
👥 PHASE 9: Multi Agent Systems
Master multi-agent orchestration – communication, consensus, lifecycle, monitoring, and swarm intelligence.
161. Master agent
162. Worker agents
163. Agent communication
164. Message passing
165. Agent registry
166. Task delegation
167. Consensus between agents
168. Voting mechanisms
169. Conflict resolution
170. Swarm intelligence
171. Role based agents
172. Hierarchical agents
173. Market based agents
174. Simulation of agents
175. Monitoring multi agents
176. Debugging agents
177. Performance metrics
178. Cost optimization
179. Agent lifecycle
180. Agent retirement
🔒 PHASE 10: Security & Reliability
Secure AI agents – key management, compliance, audit, threat modeling, and defense mechanisms.
181. API key security
182. Rate limit protection
183. Prompt injection defense
184. Jailbreak prevention
185. Data leakage prevention
186. Secure webhooks
187. Input validation
188. Output filtering
189. Logging & audit trails
190. Threat modeling
191. Zero trust design
192. User authentication
193. OAuth integration
194. Role based access
195. Token rotation
196. Secrets vault
197. Backup strategy
198. Disaster recovery
199. Compliance automation
200. Security testing
🏗 PHASE 11: Advanced AI Agent Architectures
Architect your AI agents with hierarchical, modular, autonomous, meta, ethical, and multi-LLM strategies.
201. Hierarchical agent architecture
202. Modular agent design
203. Plug and play agents
204. Agent as microservice
205. Event driven agents
206. Stateful vs Stateless agents
207. Long running agents
208. Autonomous decision loops
209. Agent self improvement
210. Self reflection agents
211. Meta agents
212. Planning vs Execution agents
213. Reasoning + Acting separation
214. Tool ranking system
215. Dynamic tool selection
216. Cost aware agents
217. Token optimization logic
218. Latency optimization
219. Caching AI responses
220. Fallback model strategies
🌐 PHASE 12: Web3 + Blockchain AI Agents
Build AI agents for wallets, trading, NFTs, DAOs, on-chain analytics, compliance, and automation.
261. Wallet monitoring agent
262. Gas fee optimizer agent
263. MEV detection agent
264. Whale tracking agent
265. Token sentiment agent
266. On chain data summarizer
267. DAO governance agent
268. Proposal analyzer agent
269. Voting assistant agent
270. Smart contract deployment agent
271. Contract upgrade agent
272. Exploit detection agent
273. Rug pull detector
274. Liquidity monitoring agent
275. Price arbitrage agent
276. Cross chain bridge agent
277. Airdrop hunter agent
278. Alpha discovery agent
279. DeFi yield optimizer
280. Stablecoin risk agent
💹 PHASE 13: Trading + Finance AI Agents
Build AI agents for market analysis, trading, portfolio optimization, risk management, and finance automation.
321. Market data ingestion agent
322. Technical analysis agent
323. Fundamental analysis agent
324. News impact agent
325. Sentiment trading agent
326. Scalping agent
327. Swing trading agent
328. Grid trading agent
329. Arbitrage trading agent
330. Options strategy agent
331. Futures risk agent
332. Position sizing agent
333. Stop loss automation
334. Take profit automation
335. Portfolio optimizer
336. Risk reward calculator
337. Correlation analysis agent
338. Drawdown monitoring agent
339. Volatility prediction agent
340. Macro economics agent
🏢 PHASE 14: Enterprise AI Agents + SaaS
AI for enterprises: SaaS, CRM, ERP, automation, HR, finance, marketing, analytics, and compliance.
381. SaaS onboarding agent
382. Customer success agent
383. Churn prediction agent
384. Feedback analysis agent
385. Feature request agent
386. Product roadmap agent
387. Support ticket triage
388. SLA compliance agent
389. Incident response agent
390. DevOps AI agent
391. Log analysis agent
392. Error root cause agent
393. Deployment monitoring agent
394. Cost optimization agent
395. Cloud resource optimizer
396. Infrastructure scaling agent
397. Kubernetes AI controller
398. API uptime agent
399. Load testing agent
400. Penetration testing agent
🚀 PHASE 15: Production, Scaling & Future
Full-stack autonomous AI agents – production, scaling, SaaS, decentralized AI, and future AGI readiness.
451. Production AI checklist
452. Agent load testing
453. Stress testing
454. Chaos engineering agents
455. Failover automation
456. Disaster recovery drills
457. Multi region agents
458. Geo routing
459. Data residency agent
460. Compliance automation pipelines
461. ISO compliance agent
462. SOC2 automation agent
463. HIPAA compliance agent
464. AI audit agent
465. Explainability reporting agent
466. Trust score agent
467. Reputation system agent
468. Decentralized AI agents
469. On chain AI agents
470. Agent NFTs
🤖 PHASE 16: Future AI Agents & Super Agents
Complete roadmap ka last phase: AGI readiness, fully autonomous AI, digital workforce, orchestration, and super agents.
471. Tokenized AI agents
472. AI DAO governance
473. Agent staking model
474. Compute marketplace agent
475. AI resource allocator
476. Autonomous SaaS company
477. Self running startup agent
478. AI CEO agent
479. AI CFO agent
480. AI CTO agent
481. AI COO agent
482. AI HR agent
483. AI legal agent
484. AI marketing head
485. AI sales head
486. Fully autonomous organization
487. Swarm business model
488. Collective intelligence systems
489. Artificial general workflow agents
490. Human + AI hybrid teams
491. Digital employee agents
492. AI workforce management
493. AI performance KPIs
494. AI ethical governance
495. Global AI regulation agent
496. AI law compliance agent
497. AGI readiness agent
498. Post AGI automation models
499. Universal AI orchestrator
500. Super agent framework
501. n8n as AI OS
502. AI Agent app store
503. One click agent deploy
504. AI agent no code builder
505. AI agent low code platform
506. AI agent analytics platform
507. AI agent monitoring SaaS
508. AI agent security platform
509. AI agent marketplace economy
510. Fully autonomous digital world
