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Tuesday 21 July 2026 00:13:52 GMT
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A chain goes forward. A graph can go back. That's the whole difference. ⚡ Most people can't explain LangChain vs LangGraph vs LangSmith because they're described as three parts of one thing. They're not. They're three different kinds of thing. 🟢 LANGCHAIN — the framework Models, tools, retrievers, parsers. High-level abstractions for the common patterns. Reach for it to ship fast. The catch: a chain is a DAG. It only goes one direction. 🔵 LANGGRAPH — the runtime State, edges, loops, pauses. Durable execution and persistence. You encode your domain knowledge in the graph's topology instead of hoping the model figures it out. Reach for it the moment you need to go back and try again. 🟣 LANGSMITH — the platform Traces, evals, prompts. Zero-config — a few env vars, no OTel plumbing. 👀 The one nobody says: LangSmith is framework-agnostic. Every diagram draws it wrapped around LangGraph like it's part of that stack. It isn't. You can trace a custom agent with zero LangChain in it. That's the point of it. 🤖 SO BUILD A MARKETING AGENT brief → research → plan → create → review → on brand? If NO, the graph routes back to create. Attempt 2. A chain physically cannot do this — you'd be writing a while loop around it and losing your state. If YES, interrupt() pauses for human approval. One line. The agent resumes exactly where it left off. Meanwhile LangSmith caught all 6 spans: 10.1 seconds, and it shows you the retry cost you 3.1s. 🎯 The rule: if your agent never needs to go backwards, you don't need a graph. The second it does, you were always going to need one. 📸 Screenshot it before your next architecture call. Follow @hackproduct — we turn scary AI-engineering concepts into things you can ship. ⚡ . . #langchain #langgraph #langsmith #AIagents #AIengineering
A chain goes forward. A graph can go back. That's the whole difference. ⚡ Most people can't explain LangChain vs LangGraph vs LangSmith because they're described as three parts of one thing. They're not. They're three different kinds of thing. 🟢 LANGCHAIN — the framework Models, tools, retrievers, parsers. High-level abstractions for the common patterns. Reach for it to ship fast. The catch: a chain is a DAG. It only goes one direction. 🔵 LANGGRAPH — the runtime State, edges, loops, pauses. Durable execution and persistence. You encode your domain knowledge in the graph's topology instead of hoping the model figures it out. Reach for it the moment you need to go back and try again. 🟣 LANGSMITH — the platform Traces, evals, prompts. Zero-config — a few env vars, no OTel plumbing. 👀 The one nobody says: LangSmith is framework-agnostic. Every diagram draws it wrapped around LangGraph like it's part of that stack. It isn't. You can trace a custom agent with zero LangChain in it. That's the point of it. 🤖 SO BUILD A MARKETING AGENT brief → research → plan → create → review → on brand? If NO, the graph routes back to create. Attempt 2. A chain physically cannot do this — you'd be writing a while loop around it and losing your state. If YES, interrupt() pauses for human approval. One line. The agent resumes exactly where it left off. Meanwhile LangSmith caught all 6 spans: 10.1 seconds, and it shows you the retry cost you 3.1s. 🎯 The rule: if your agent never needs to go backwards, you don't need a graph. The second it does, you were always going to need one. 📸 Screenshot it before your next architecture call. Follow @hackproduct — we turn scary AI-engineering concepts into things you can ship. ⚡ . . #langchain #langgraph #langsmith #AIagents #AIengineering
#animate #matchaglow #fyp
#animate #matchaglow #fyp
Escuchar Soltera de Shakira en vivo desde San José te recuerda lo increíble que es disfrutar la libertad y pasarla bien con las de siempre. ¡Un show inolvidable! ​#Shakira ​#Soltera ​#ShakiraEnVivo ​#SanJose ​#LasMujeresYaNoLloranTour
Escuchar Soltera de Shakira en vivo desde San José te recuerda lo increíble que es disfrutar la libertad y pasarla bien con las de siempre. ¡Un show inolvidable! ​#Shakira ​#Soltera ​#ShakiraEnVivo ​#SanJose ​#LasMujeresYaNoLloranTour
izin lintas dini hari senior 🤘 #sindirankeras #fyp #satanic #asmodeus #lucifer
izin lintas dini hari senior 🤘 #sindirankeras #fyp #satanic #asmodeus #lucifer
[współpraca] 🛒 PROMOCJA MOMCOZY 💛 Do 11.08 z kodem SOWSKA15 macie -25% na cały asortyment ✨ https://pl.momcozy.com Laktatory, termosy, akcesoria do karmienia i wiele więcej 🤍 Jeśli planujecie zakupy — to idealny moment, bo taka promocja może już się nie pojawić do końca roku 🍼 #mama#wyprawka#niemowle#kpi#dziecko @Momcozy Official 🩷
[współpraca] 🛒 PROMOCJA MOMCOZY 💛 Do 11.08 z kodem SOWSKA15 macie -25% na cały asortyment ✨ https://pl.momcozy.com Laktatory, termosy, akcesoria do karmienia i wiele więcej 🤍 Jeśli planujecie zakupy — to idealny moment, bo taka promocja może już się nie pojawić do końca roku 🍼 #mama#wyprawka#niemowle#kpi#dziecko @Momcozy Official 🩷
Who Next? #anime #edit #jjk #jujtsukaisen #yuta
Who Next? #anime #edit #jjk #jujtsukaisen #yuta

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