What is TPF in Quarkus?

TPF is a pipeline framework with a canvas UI for designing data flows, generating pure Quarkus code for fast, composable apps.

Why use Quarkus for scalable scripts?

Quarkus offers supersonic native builds, Dev Services for easy testing, and extensions for retries, monitoring—perfect for side projects turning prod.

Does Quarkus TPF handle high availability?

Out of box no, but swaps easily to distributed async with Kafka, K8s—proven in crises like sandstorms.

🛠️ Developer Tools

The Quarkus Script Sandstormed Into Scaling Hell

A lone Java script in a dusty server room shrugged off daily drudgery until a kalima sandstorm cooked it alive. Quarkus and TPF reveal why small logic demands big architecture.

theAIcatchup Apr 10, 2026 4 min read

Overheated server room during Saharan kalima sandstorm with Quarkus TPF dashboard flickering

⚡ Key Takeaways

Start pipelines simple with TPF's canvas, evolve to distributed without rewrite. 𝕏
Quarkus Dev Services and native speed turn prototypes into prod beasts fast. 𝕏
Real failures like kalima expose limits—but composable functions fix them surgically. 𝕏

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theAIcatchup

Community-driven. Code-first.

#Quarkus #TPF #TPF pipeline #data pipelines #pipeline framework #pipeline frameworks #scalable scripts #serverless Java #serverless failures

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Originally reported by Dev.to

⚡ Key Takeaways

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