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LangGraph vs Linear Chains — stop rerunning from zero. Install in 30s. #Shorts
Linear agent chains die. LangGraph remembers — cycles, branches, parallel, checkpoints, human-in-loop. LangChain's official framework, 28K+ stars, MIT.
Install: npx tokrepo install langgraph
Browse all AI skills: tokrepo.com
00:00 Same prompt, two devs
00:01 Crash vs checkpoint
00:03 Auto-retry cycles
00:05 Conditional branches
00:07 4x parallel
00:09 Resume from node 7
00:12 $42K tokens burned
00:14 Postgres / SQLite / Redis
00:17 Human approval gate
00:19 LangSmith traces
00:22 28K stars MIT official
00:25 npx tokrepo install langgraph
#Shorts #LangGraph #LangChain #AIagents #DevTools #PromptEngineering #ClaudeCode #Cursor
Видео LangGraph vs Linear Chains — stop rerunning from zero. Install in 30s. #Shorts канала Willm
Install: npx tokrepo install langgraph
Browse all AI skills: tokrepo.com
00:00 Same prompt, two devs
00:01 Crash vs checkpoint
00:03 Auto-retry cycles
00:05 Conditional branches
00:07 4x parallel
00:09 Resume from node 7
00:12 $42K tokens burned
00:14 Postgres / SQLite / Redis
00:17 Human approval gate
00:19 LangSmith traces
00:22 28K stars MIT official
00:25 npx tokrepo install langgraph
#Shorts #LangGraph #LangChain #AIagents #DevTools #PromptEngineering #ClaudeCode #Cursor
Видео LangGraph vs Linear Chains — stop rerunning from zero. Install in 30s. #Shorts канала Willm
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23 апреля 2026 г. 22:17:15
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