---
title: "Agentic AI: Why Experience Matters More Than Hype"
url: https://daily.dev/posts/agentic-ai-why-experience-matters-more-than-hype-bxljmolxe
source_url: https://akka.io/blog/agentic-ai-why-experience-matters-more-than-hype
type: article
source: "Lightbend"
published: 2025-08-28T18:28:46.827Z
updated: 2025-09-06T02:37:10.933Z
tags: ["agentic-ai", "akka", "distributed-systems", "langchain"]
reading_time: 7
upvotes: 3
comments: 0
language: en
---

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# Agentic AI: Why Experience Matters More Than Hype

**[Lightbend](https://daily.dev/sources/lightbend)** · 7 min read · 3 upvotes · 0 comments

## Summary

Agentic AI systems are fundamentally distributed systems that require production-hardened infrastructure to succeed. While the market shows significant hype with high valuations and low revenue multiples, 95% of AI projects are failing due to infrastructure engineering challenges rather than lack of imagination. These systems introduce new complexity layers including stochastic components, specialized GPU infrastructure, long-lived workflows, and side-effecting actions. Building reliable agentic systems requires experience with durability, observability, backpressure, and fault tolerance - lessons learned from 15 years of distributed systems development at scale.

## Full article

daily.dev links to this article rather than hosting it. Read it at the original source: <https://akka.io/blog/agentic-ai-why-experience-matters-more-than-hype>

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---

Tags: [#agentic-ai](https://daily.dev/tags/agentic-ai), [#akka](https://daily.dev/tags/akka), [#distributed-systems](https://daily.dev/tags/distributed-systems), [#langchain](https://daily.dev/tags/langchain)

[View this post on daily.dev](https://daily.dev/posts/agentic-ai-why-experience-matters-more-than-hype-bxljmolxe)