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Agentic AI as a Part of Software Development - Learning Roadmap | Nemorize
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Learning Topics
This roadmap covers the following topics:
✅ Foundations of Agentic AI
- ✅ Agent Anatomy & Patterns
- ⚪ LLM + Tools + Memory + Loop
- ⚪ ReAct Pattern
- ⚪ Assistance → Autonomy Arc
- ✅ Context Engineering
- ⚪ Five Context Layers
- ⚪ Attention Budgets & Failure Modes
- ✅ AGENTS.md & CLAUDE.md
✅ Prompt Chaining & Parallel Workflows
- ⚪ Prompt Chaining Patterns
- ⚪ Sequential & Router Chains
- ⚪ Structured Outputs as Glue
- ⚪ Chain Debugging
- ⚪ Fan-Out & Fan-In Workflows
- ⚪ Map-Reduce & Scatter-Gather
- ⚪ Partial Failure Handling
- ⚪ Cost & Latency Math
✅ Protocols, Tools & Skills
- ⚪ MCP & A2A Protocols
- ⚪ MCP Servers & Gateways
- ⚪ A2A Agent Cards
- ⚪ Tool Design & Skill Loading
- ⚪ Tool Design Principles
- ⚪ SKILL.md & Progressive Loading
- ⚪ Self-Authored Skills
✅ Building & Operating Production Agents
- ⚪ Telemetry & Observability
- ⚪ Tracing & Span Attributes
- ⚪ Key Production Metrics
- ✅ Testing & Evaluation
✅ Agents Across the SDLC & Frontier
- ⚪ Security & Architecture
- ⚪ Prompt Injection & Sandboxing
- ⚪ Retrofitting & Strangler-Fig
- ⚪ SDLC Integration & Frontier
- ⚪ Agents Across the SDLC
- ⚪ Team Shifts & Frontier Practice
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