@hackproduct9: 🚦 Most engineers start with one agent. The best engineering teams end up with a graph. The mistake? Trying to build a complex multi-agent graph on day one. Instead, evolve your system: 🟢 Start with one agent. Give it a single responsibility. 🔄 Add a loop. Let it retry, reflect, and improve its own work. 🌳 Split into specialists. Researcher. Builder. Reviewer. Each owns one job. 🕸️ Connect them with a graph. Now the workflow—not the prompt—decides who runs next based on state, results, or failures. That’s the shift: ❌ One giant prompt ➡️ A crew of focused agents connected by deterministic edges. Real systems don’t just “call another agent.” They route, branch, merge, retry, pause for humans, and recover from failures. Start small. Build the connections only when your workflow demands them. That’s Graph Engineering. 🚀 What’s the first graph you’d build? 💬 Bug triage? Airflow recovery? PR reviews? Customer support? #GraphEngineering #AIAgents #AgenticAI #MultiAgent #AIEngineering

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Wednesday 29 July 2026 20:17:30 GMT