← curriculum/phase 14 · Agent Engineering

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phase 14 · 54 lessons

01The Agent Loop
02Rewoo Plan And Execute
03Reflexion Verbal Rl
04Tree Of Thoughts Lats
05Self Refine And Critic
06Tool Use And Function Calling
07Memory Virtual Context Memgpt
08Memory Blocks Sleep Time Compute
09Hybrid Memory Mem0
10Skill Libraries Voyager
11Planning Htn And Evolutionary
12Anthropic Workflow Patterns
13Langgraph Stateful Graphs
14Autogen Actor Model
15Crewai Role Based Crews
16Openai Agents Sdk
17Claude Agent Sdk
18Agno And Mastra Runtimes
19Benchmarks Swebench Gaia
20Benchmarks Webarena Osworld
21Computer Use Agents
22Voice Agents Pipecat Livekit
23Otel Genai Conventions
24Agent Observability Platforms
25Multi Agent Debate
26Failure Modes Agentic
27Prompt Injection Defense
28Orchestration Patterns
29Production Runtimes
30Eval Driven Agent Development
31Agent Workbench Why Models Fail
32Minimal Agent Workbench
33Instructions As Executable Constraints
34Repo Memory And State
35Initialization Scripts
36Scope Contracts
37Runtime Feedback Loops
38Verification Gates
39Reviewer Agent
40Multi Session Handoff
41Workbench For Real Repos
42Agent Workbench Capstone
43Frame The Task Before Code
44Plan From Evidence
45Delegate With Isolation
46Turn Feedback Into System
47Outcomes Before Output
48Discover The Real Workflow
49Map Assumptions And Risk
50Choose The Smallest Testable Slice
51Write Specifications That Preserve Judgment
52Design Success Metrics
53Prototype Pilot Or Production
54Build The Feedback Ratchet

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phase 14 · lesson 47 of 54

Outcomes Before Output

47-outcomes-before-output·full lesson folder ↗

Turn Feedback Into System

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Discover The Real Workflow