Catalog

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Overview

Cards

Fundamentals

Intermediate

  • Intermediate09

    Prompt Engineering

    Length
    Planned
    Sources
    —
    Requires
    1
  • Intermediate10

    Context Engineering

    Length
    Planned
    Sources
    —
    Requires
    5, 9
  • Intermediate11

    Code Agents

    Length
    Planned
    Sources
    —
    Requires
    6
  • Intermediate12

    Harness Engineering

    Length
    Planned
    Sources
    —
    Requires
    11
  • Intermediate13

    Loop Engineering

    Length
    Planned
    Sources
    —
    Requires
    12
  • Intermediate14

    Generative UI

    Description

    Planned. Its schedule of parts:

    • Generative UI: the model producing the interface, not just the text inside it
    • Event streaming: sending a run's steps to the front end as they happen
    • Server-Sent Events, and why they fit an agent better than a single response does
    Length
    Planned
    Sources
    —
    Requires
    Nothing
  • Intermediate15

    Security

    Length
    Planned
    Sources
    —
    Requires
    12
  • Intermediate16

    Personal Agents

    Length
    Planned
    Sources
    —
    Requires
    13, 15

Expert

  • Expert17

    Advanced Tools

    Description

    Planned. Its schedule of parts:

    • RAG vs. Agentic Search
    • JSON vs. CLI tools
    • Frontend Tools
    Length
    Planned
    Sources
    —
    Requires
    Nothing
  • Expert18

    Advanced Memory

    Description

    Planned. Its schedule of parts:

    • Cognee
    • MemSearch
    • Hindsight
    Length
    Planned
    Sources
    —
    Requires
    Nothing
  • Expert19

    Advanced Multi-Agent

    Description

    Planned. Its schedule of parts:

    • A2A
    • Context delegation vs. subagent context delegation vs. messaging pool
    • Shared context against isolated context, and what each costs
    Length
    Planned
    Sources
    —
    Requires
    Nothing
  • Expert20

    Advanced Prompting

    Description

    Planned. Its schedule of parts:

    • Reflexion
    • Tree of Thought
    • LLM Council
    Length
    Planned
    Sources
    —
    Requires
    Nothing
  • Expert21

    Advanced Context Engineering

    Description

    Planned. Its schedule of parts:

    • Superpowers
    • SpecKit
    • GSD
    Length
    Planned
    Sources
    —
    Requires
    Nothing
  • Expert22

    Advanced Coding Agents

    Description

    Planned. Its schedule of parts:

    • Claude Code best practices, and the CLI tools worth reaching for
    • Rewind and resume: going back to an earlier point in a run rather than starting again
    • Skills that a subagent runs from the command line
    Length
    Planned
    Sources
    —
    Requires
    Nothing
  • Expert23

    Advanced Harness Engineering

    Description

    Planned. Its schedule of parts:

    • Harness profiles
    • System prompts
    • Renaming/reshaping tools for a given context
    Length
    Planned
    Sources
    —
    Requires
    Nothing
  • Expert24

    Advanced Agent Architectures

    Description

    Planned. Its schedule of parts:

    • THREAD
    • ReAct
    • CodeAct
    Length
    Planned
    Sources
    —
    Requires
    Nothing
  • Expert25

    Advanced UI

    Description

    Planned. Its schedule of parts:

    • Agentic UI
    • Generative UI
    • Event streaming
    Length
    Planned
    Sources
    —
    Requires
    Nothing
  • Expert26

    Advanced Deployment

    Description

    Planned. Its schedule of parts:

    • Agent servers
    • LangChain Agent Protocol
    Length
    Planned
    Sources
    —
    Requires
    Nothing
  • Expert27

    Advanced Training

    Description

    Planned. Its schedule of parts:

    • Self-supervised learning: how pre-training gets a training signal with no labels
    • Post-training: everything done to a base model before it is released
    • Reinforcement learning, and RLHF
    Length
    Planned
    Sources
    —
    Requires
    Nothing

Ecosystem

Protocols & Specs

  • Protocols & Specs33

    Protocols Reference

    Description

    Planned. Its schedule of parts:

    • Every protocol mentioned in this series
    • NLWeb
    • UCP
    Length
    Planned
    Sources
    —
    Requires
    Nothing

Table

The catalog, 33 modules
#ModuleLevelDescriptionLengthSourcesCompletionRequirements
01LLM FundamentalsPLANNEDFundamentals———
02Training LLMsPLANNEDFundamentals——1
03RAG & EmbeddingsPLANNEDFundamentals——1, 2
04Tool CallingPLANNEDFundamentals——1
05MemoryPLANNEDFundamentals——1, 3
06AI AgentsPLANNEDFundamentals——4, 5
07Multi-Agent SystemsPLANNEDFundamentals——6
08ObservabilityPLANNEDFundamentals——6
09Prompt EngineeringPLANNEDIntermediate——1
10Context EngineeringPLANNEDIntermediate——5, 9
11Code AgentsPLANNEDIntermediate——6
12Harness EngineeringPLANNEDIntermediate——11
13Loop EngineeringPLANNEDIntermediate——12
14Generative UIPLANNEDIntermediate
Description

Planned. Its schedule of parts:

  • Generative UI: the model producing the interface, not just the text inside it
  • Event streaming: sending a run's steps to the front end as they happen
  • Server-Sent Events, and why they fit an agent better than a single response does
———
15SecurityPLANNEDIntermediate——12
16Personal AgentsPLANNEDIntermediate——13, 15
17Advanced ToolsPLANNEDExpert
Description

Planned. Its schedule of parts:

  • RAG vs. Agentic Search
  • JSON vs. CLI tools
  • Frontend Tools
———
18Advanced MemoryPLANNEDExpert
Description

Planned. Its schedule of parts:

  • Cognee
  • MemSearch
  • Hindsight
———
19Advanced Multi-AgentPLANNEDExpert
Description

Planned. Its schedule of parts:

  • A2A
  • Context delegation vs. subagent context delegation vs. messaging pool
  • Shared context against isolated context, and what each costs
———
20Advanced PromptingPLANNEDExpert
Description

Planned. Its schedule of parts:

  • Reflexion
  • Tree of Thought
  • LLM Council
———
21Advanced Context EngineeringPLANNEDExpert
Description

Planned. Its schedule of parts:

  • Superpowers
  • SpecKit
  • GSD
———
22Advanced Coding AgentsPLANNEDExpert
Description

Planned. Its schedule of parts:

  • Claude Code best practices, and the CLI tools worth reaching for
  • Rewind and resume: going back to an earlier point in a run rather than starting again
  • Skills that a subagent runs from the command line
———
23Advanced Harness EngineeringPLANNEDExpert
Description

Planned. Its schedule of parts:

  • Harness profiles
  • System prompts
  • Renaming/reshaping tools for a given context
———
24Advanced Agent ArchitecturesPLANNEDExpert
Description

Planned. Its schedule of parts:

  • THREAD
  • ReAct
  • CodeAct
———
25Advanced UIPLANNEDExpert
Description

Planned. Its schedule of parts:

  • Agentic UI
  • Generative UI
  • Event streaming
———
26Advanced DeploymentPLANNEDExpert
Description

Planned. Its schedule of parts:

  • Agent servers
  • LangChain Agent Protocol
———
27Advanced TrainingPLANNEDExpert
Description

Planned. Its schedule of parts:

  • Self-supervised learning: how pre-training gets a training signal with no labels
  • Post-training: everything done to a base model before it is released
  • Reinforcement learning, and RLHF
———
28Agent FrameworksPLANNEDEcosystem———
29Inference ProvidersPLANNEDEcosystem——28
30Inference EnginesPLANNEDEcosystem——29
31UI DesignPLANNEDEcosystem———
32Choosing a Tech StackPLANNEDEcosystem———
33Protocols ReferencePLANNEDProtocols & Specs
Description

Planned. Its schedule of parts:

  • Every protocol mentioned in this series
  • NLWeb
  • UCP
———