𝗦𝘁𝗼𝗽 𝗔𝘀𝗸𝗶𝗻𝗴 𝗪𝗵𝗶𝗰𝗵 𝗟𝗟𝗠 𝗜𝘀 𝗕𝗲𝘀𝘁

𝗦𝘁𝗼𝗽 𝗔𝘀𝗸𝗶𝗻𝗴 𝗪𝗵𝗶𝗰𝗵 𝗟𝗟𝗠 𝗜𝘀 𝗕𝗲𝘀𝘁

Stop asking which LLM is the best.

This is the wrong question.

You try to use one model for every task. You write one giant prompt. This leads to high costs. It increases lag. It creates errors.

Different tasks need different skills. Planning is not the same as coding. Reading a long file is not the same as finding a fact.

One model doing everything is like one person acting as the boss, the coder, and the tester. It does not work.

Build a system with specialized parts:

• Orchestrators: They manage the workflow.
• Agents: They handle specific jobs.
• Tools: They use APIs and databases.
• Memory: They pull data only when needed.
• Evaluation: They check for mistakes.

Models have different strengths:

• GPT-5: Planning and reasoning.
• Claude: Long documents.
• Gemini: Multimodal data.
• DeepSeek: Code generation.
• Qwen: Agent workflows.

An efficient system uses multiple models. One plans. One executes. One retrieves. One validates.

Value is shifting. Prompting is no longer the top skill. Now you need Context Engineering and AI System Architecture.

The LLM is a part of the system. It is not the whole system.

Focus on how you organize the parts.

Build systems to get the best from every model.

Source: https://dev.to/camilasrody/a-pergunta-errada-e-qual-e-a-melhor-llm-4pn0 Optional learning community: https://t.me/GyaanSetuAi