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phase 14

Agent Engineering

54 lessons · click any to read the docs

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01-the-agent-loop

Rewoo Plan And Execute

02-rewoo-plan-and-execute

Reflexion Verbal Rl

03-reflexion-verbal-rl

Tree Of Thoughts Lats

04-tree-of-thoughts-lats

Self Refine And Critic

05-self-refine-and-critic

Tool Use And Function Calling

06-tool-use-and-function-calling

Memory Virtual Context Memgpt

07-memory-virtual-context-memgpt

Memory Blocks Sleep Time Compute

08-memory-blocks-sleep-time-compute

Hybrid Memory Mem0

09-hybrid-memory-mem0

Skill Libraries Voyager

10-skill-libraries-voyager

Planning Htn And Evolutionary

11-planning-htn-and-evolutionary

Anthropic Workflow Patterns

12-anthropic-workflow-patterns

Langgraph Stateful Graphs

13-langgraph-stateful-graphs

Autogen Actor Model

14-autogen-actor-model

Crewai Role Based Crews

15-crewai-role-based-crews

Openai Agents Sdk

16-openai-agents-sdk

Claude Agent Sdk

17-claude-agent-sdk

Agno And Mastra Runtimes

18-agno-and-mastra-runtimes

Benchmarks Swebench Gaia

19-benchmarks-swebench-gaia

Benchmarks Webarena Osworld

20-benchmarks-webarena-osworld

Computer Use Agents

21-computer-use-agents

Voice Agents Pipecat Livekit

22-voice-agents-pipecat-livekit

Otel Genai Conventions

23-otel-genai-conventions

Agent Observability Platforms

24-agent-observability-platforms

Multi Agent Debate

25-multi-agent-debate

Failure Modes Agentic

26-failure-modes-agentic

Prompt Injection Defense

27-prompt-injection-defense

Orchestration Patterns

28-orchestration-patterns

Production Runtimes

29-production-runtimes

Eval Driven Agent Development

30-eval-driven-agent-development

Agent Workbench Why Models Fail

31-agent-workbench-why-models-fail

Minimal Agent Workbench

32-minimal-agent-workbench

Instructions As Executable Constraints

33-instructions-as-executable-constraints

Repo Memory And State

34-repo-memory-and-state

Initialization Scripts

35-initialization-scripts

Scope Contracts

36-scope-contracts

Runtime Feedback Loops

37-runtime-feedback-loops

Verification Gates

38-verification-gates

39-reviewer-agent

Multi Session Handoff

40-multi-session-handoff

Workbench For Real Repos

41-workbench-for-real-repos

Agent Workbench Capstone

42-agent-workbench-capstone

Frame The Task Before Code

43-frame-the-task-before-code

Plan From Evidence

44-plan-from-evidence

Delegate With Isolation

45-delegate-with-isolation

Turn Feedback Into System

46-turn-feedback-into-system

Outcomes Before Output

47-outcomes-before-output

Discover The Real Workflow

48-discover-the-real-workflow

Map Assumptions And Risk

49-map-assumptions-and-risk

Choose The Smallest Testable Slice

50-choose-the-smallest-testable-slice

Write Specifications That Preserve Judgment

51-write-specifications-that-preserve-judgment

Design Success Metrics

52-design-success-metrics

Prototype Pilot Or Production

53-prototype-pilot-or-production

Build The Feedback Ratchet

54-build-the-feedback-ratchet