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Author shares lessons on building agentic graphs, optimizing workflows

The author shares lessons learned from building agentic graphs, emphasizing that parallelism in workflows can increase costs and slow execution. They advocate for sequential execution of dependent checks, such as architecture review before code review, to avoid redundant work and token waste. Additionally, the author proposes that agents should be able to challenge feedback, with a mechanism for escalating conflicting comments, rather than blindly adhering to them, to prevent infinite loops and ensure task progression. AI

IMPACT Provides practical advice for developers building agentic systems, focusing on efficiency and robustness.

RANK_REASON The item is a blog post sharing personal lessons and opinions on a technical topic, rather than an announcement or research paper.

Read on dev.to — LLM tag →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

Author shares lessons on building agentic graphs, optimizing workflows

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13 / 100
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Commentary
The item is a blog post sharing personal lessons and opinions on a technical topic, rather than an announcement or research paper.
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Single-source cluster
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product, other
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High
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Breaking (< 6h)
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COVERAGE [1]

  1. dev.to — LLM tag TIER_1 English(EN) · Nek.12 ·

    How to Build Agentic Graphs

    <p>Over the past 4 months of working with graphs, I've learned several major lessons about graph design the hard way. In this post, I want to share the main takeaways so you don't repeat my mistakes. </p> <p>First, <strong>my</strong> definition of graphs:</p> <blockquote> <p>Age…