context

Part 6

ctx:discord/blah/agents/part-6

kind: custommode: permissive118 statements40 distinct subjects

No external document is attached to this context. (Many contexts are pure organisational labels.)

Facts in this context

Grouped by subject. Each subject links to its full article.

Agent17 facts`ex:agent`

benefitsFrom	Human in the Loop
canBeBuiltUsing	Claude Code
composedOf	Llm
composedOf	Tools
composedOf	Loop
exemplifiedIn	Claude Code Best Practice
hasTeleology	autonomous action
knownVia	Traves Theberge Insight
possiblyImplements	Parallel Execution
requires	Context Management
requires	Error Handling
requires	Human in the Loop
requires	Orchestration Patterns
requires	Agent Loop
requires	Sampling
requires	Tool System
requires	State and Persistence

Traves Theberge11 facts`ex:traves-theberge`

assertedKeyInsight	Llm Plus Loop Plus Tools Equals Agent
communicatesTo	Audience
endorses	Llm Plus Loop Plus Tools Equals Agent
isAuthorOf	Building Claude Code
postedAttachment	image0.jpg
postedMessageAt	2026-03-15 03:03
postedMessageAt	2026-03-23 02:21
postedMessageAt	2026-03-22 05:51
providesOutlineFor	Agent Building
referencesExternalResource	Github Repo Shanraisshan Claude Code Best Practice
sharedGithubLink	https://github.com/shanraisshan/claude-code-best-practice

Sampling10 facts`ex:sampling`

hasStopReason	Tool Use
hasStopReason	Max Tokens
hasStopReason	Stop Sequence
hasStopReason	End Turn
involves	Api Calls
isModelLayerOf	Agent
usesParameter	Model
usesParameter	System
usesParameter	Temperature
usesParameter	Max Tokens

Agent Loop8 facts`ex:agent-loop`

centralTo	Agent
hasCore	While Loop
hasStopCondition	Human Approval
hasStopCondition	End Turn
hasStopCondition	Max Iterations
implementedViaCode	basic loop skeleton
isCoreComponentOf	Agent
necessitates	Stop Conditions

Building Claude Code7 facts`ex:building-claude-code`

bestPracticeFor	Agent
exemplifies	Agent
integrates	Bash Execution
integrates	Code Understanding
integrates	File System Tools
integratesEverythingWith	Agent Components
involvesIntegration	File System Tools

Context Management6 facts`ex:context-management`

addressesLimitationOf	Context Window Limits
criticalDueTo	Context Window Limits
employs	Compaction Strategies
manages	Messages Array
respects	Context Window Limits
uses	System Prompts

Tool System6 facts`ex:tool-system`

essentialFor	Agent
has	Tool Registry
includes	Tool Definition
isComponentOf	Agent
returns	Tool Results
supports	Tool Execution

Llm Plus Loop Plus Tools Equals Agent5 facts`ex:llm-plus-loop-plus-tools-equals-agent`

combines	Tools
combines	Llm
combines	Loop
equals	Agent
isKeyInsight	Agent

Lisamegawatts4 facts`ex:lisamegawatts`

contributesTo	Conversation
postedMessageAt	2026-03-31 20:54
referencesExternalResource	X Post Altryne 2039005970865516955
sharedXLink	https://x.com/altryne/status/2039005970865516955?s=20

Orchestration Patterns4 facts`ex:orchestration-patterns`

includesPattern	Parallel Execution
includesPattern	Single Agent
includesPattern	Orchestrator With Subagents
offersAlternativesTo	Single Agent

Text4 facts`ex:text`

assumesExistenceOf	Llm
framesAs	Comprehensive Guide
hedgesOn	State to Track
outlines	Agent Architecture

Error Handling3 facts`ex:error-handling`

implements	Retry Logic
manages	Context Overflow
manages	Tool Failures

Human in the Loop3 facts`ex:human-in-the-loop`

handles	Interrupts
requests	Approval
supports	Streaming Responses

Tool Definition3 facts`ex:tool-definition`

hasField	Name
hasField	Description
hasField	Input Schema

State and Persistence2 facts`ex:state-and-persistence`

tracks	State Across Turns
uses	Checkpointing Strategies

Api Calls1 fact`ex:api-calls`

partOf

Sampling

Code Understanding1 fact`ex:code-understanding`

enables

Building Claude Code

Compaction Strategies1 fact`ex:compaction-strategies`

prevents

Context Overflow

Context Overflow1 fact`ex:context-overflow`

handledBy

Error Handling

Context Window Limits1 fact`ex:context-window-limits`

constrains

Agent

Conversation1 fact`ex:conversation`

spansDates

2026-03-15 to 2026-03-31

End Turn1 fact`ex:end-turn`

sharedBetween

Agent Loop

Github Repo Shanraisshan Claude Code Best Practice1 fact`ex:github-repo-shanraisshan-claude-code-best-practice`

referencedBy

Traves Theberge

Human Approval1 fact`ex:human-approval`

triggersStop

Agent Loop

Image0 Jpg1 fact`ex:image0-jpg`

attachedBy

Traves Theberge

Llm1 fact`ex:llm`

centralEntity

Loop1 fact`ex:loop`

enablesIteration

Agent

Max Tokens1 fact`ex:max-tokens`

sharedBetween

Sampling

Messages Array1 fact`ex:messages-array`

limitedBy

Context Window Limits

Orchestrator With Subagents1 fact`ex:orchestrator-with-subagents`

extends

Single Agent

Parallel Execution1 fact`ex:parallel-execution`

contrastsWith

Single Agent

Retry Logic1 fact`ex:retry-logic`

recoversFrom

Tool Failures

State Across Turns1 fact`ex:state-across-turns`

persistedVia

Checkpointing Strategies

Streaming Responses1 fact`ex:streaming-responses`

enhances

Human in the Loop

Tool Failures1 fact`ex:tool-failures`

mitigatedBy

Retry Logic

Tool Registry1 fact`ex:tool-registry`

supports

Tool Execution

Tools1 fact`ex:tools`

extendsCapabilitiesOf

Llm

Tool Use1 fact`ex:tool-use`

triggersStop

Sampling

While Loop1 fact`ex:while-loop`

implements

Agent Loop

X Post Altryne 20390059708655169551 fact`ex:x-post-altryne-2039005970865516955`

referencedBy

Lisamegawatts

Part 6

Facts in this context

Agent17 factsex:agent

Traves Theberge11 factsex:traves-theberge

Sampling10 factsex:sampling

Agent Loop8 factsex:agent-loop

Building Claude Code7 factsex:building-claude-code

Context Management6 factsex:context-management

Tool System6 factsex:tool-system

Llm Plus Loop Plus Tools Equals Agent5 factsex:llm-plus-loop-plus-tools-equals-agent

Lisamegawatts4 factsex:lisamegawatts

Orchestration Patterns4 factsex:orchestration-patterns

Text4 factsex:text

Error Handling3 factsex:error-handling

Human in the Loop3 factsex:human-in-the-loop

Tool Definition3 factsex:tool-definition

State and Persistence2 factsex:state-and-persistence

Api Calls1 factex:api-calls

Code Understanding1 factex:code-understanding

Compaction Strategies1 factex:compaction-strategies

Context Overflow1 factex:context-overflow

Context Window Limits1 factex:context-window-limits

Conversation1 factex:conversation

End Turn1 factex:end-turn

Github Repo Shanraisshan Claude Code Best Practice1 factex:github-repo-shanraisshan-claude-code-best-practice

Human Approval1 factex:human-approval

Image0 Jpg1 factex:image0-jpg

Llm1 factex:llm

Loop1 factex:loop

Max Tokens1 factex:max-tokens

Messages Array1 factex:messages-array

Orchestrator With Subagents1 factex:orchestrator-with-subagents

Parallel Execution1 factex:parallel-execution

Retry Logic1 factex:retry-logic

State Across Turns1 factex:state-across-turns

Streaming Responses1 factex:streaming-responses

Tool Failures1 factex:tool-failures

Tool Registry1 factex:tool-registry

Tools1 factex:tools

Tool Use1 factex:tool-use

While Loop1 factex:while-loop

X Post Altryne 20390059708655169551 factex:x-post-altryne-2039005970865516955

Agent17 facts`ex:agent`

Traves Theberge11 facts`ex:traves-theberge`

Sampling10 facts`ex:sampling`

Agent Loop8 facts`ex:agent-loop`

Building Claude Code7 facts`ex:building-claude-code`

Context Management6 facts`ex:context-management`

Tool System6 facts`ex:tool-system`

Llm Plus Loop Plus Tools Equals Agent5 facts`ex:llm-plus-loop-plus-tools-equals-agent`

Lisamegawatts4 facts`ex:lisamegawatts`

Orchestration Patterns4 facts`ex:orchestration-patterns`

Text4 facts`ex:text`

Error Handling3 facts`ex:error-handling`

Human in the Loop3 facts`ex:human-in-the-loop`

Tool Definition3 facts`ex:tool-definition`

State and Persistence2 facts`ex:state-and-persistence`

Api Calls1 fact`ex:api-calls`

Code Understanding1 fact`ex:code-understanding`

Compaction Strategies1 fact`ex:compaction-strategies`

Context Overflow1 fact`ex:context-overflow`

Context Window Limits1 fact`ex:context-window-limits`

Conversation1 fact`ex:conversation`

End Turn1 fact`ex:end-turn`

Github Repo Shanraisshan Claude Code Best Practice1 fact`ex:github-repo-shanraisshan-claude-code-best-practice`

Human Approval1 fact`ex:human-approval`

Image0 Jpg1 fact`ex:image0-jpg`

Llm1 fact`ex:llm`

Loop1 fact`ex:loop`

Max Tokens1 fact`ex:max-tokens`

Messages Array1 fact`ex:messages-array`

Orchestrator With Subagents1 fact`ex:orchestrator-with-subagents`

Parallel Execution1 fact`ex:parallel-execution`

Retry Logic1 fact`ex:retry-logic`

State Across Turns1 fact`ex:state-across-turns`

Streaming Responses1 fact`ex:streaming-responses`

Tool Failures1 fact`ex:tool-failures`

Tool Registry1 fact`ex:tool-registry`

Tools1 fact`ex:tools`

Tool Use1 fact`ex:tool-use`

While Loop1 fact`ex:while-loop`

X Post Altryne 20390059708655169551 fact`ex:x-post-altryne-2039005970865516955`