𝗪𝗵𝗮𝘁 𝗛𝗮𝗽𝗽𝗲𝗻𝘀 𝗪𝗵𝗲𝗻 𝗬𝗼𝘂 𝗥𝘂𝗻 𝟭𝟬 𝗔𝗜 𝗔𝗴𝗲𝗻𝘁𝘀 𝗔𝘁 𝗢𝗻𝗰𝗲

𝗪𝗵𝗮𝘁 𝗛𝗮𝗽𝗽𝗲𝗻𝘀 𝗪𝗵𝗲𝗻 𝗬𝗼𝘂 𝗥𝘂𝗻 𝟭𝟬 𝗔𝗜 𝗔𝗴𝗲𝗻𝘁𝘀 𝗔𝘁 𝗢𝗻𝗰𝗲

People call every function an agent. It leads to engineering mistakes.

An agent has an objective. It decides what to do next. It handles failure. It knows when it is done.

Everything else is a fancy function call.

• Human tells every step: It is a chat interface.
• System recovers from a failed tool: It is a start.
• System splits a goal into subtasks: It is a real agent.

Winning teams do not chase new models. They focus on:

• Tool design.
• Failure handling.
• Observability.

Frameworks are scaffolding. Architecture is the building. Use these patterns:

• Plan then execute.
• Separate retrieval from reasoning.
• Use structured handoffs.

RAG is standard. Most RAG fails because of chunk boundaries. Wrong boundaries lead to hallucinations. Fix your chunking and metadata.

Build systems people trust. Focus on systems design over prompt engineering.

Share your experience in the comments.

Source: https://dev.to/aibughunter/what-happens-when-you-run-10-ai-agents-at-once-in-a-real-codebase-j0