4d ago · 11 min read · Most AI agent frameworks share a quiet assumption: the process will stay alive. Set off a multi-step research agent, and the code assumes the LLM API will respond, the network will behave, and your machine will keep running until the job finishes. In...
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Feb 3 · 6 min read · Date: February 3, 2026Module: Data Engineering Zoomcamp - Module 2Topic: Workflow Orchestration with Kestra Introduction Just finished Module 2 - Workflow Orchestration with Kestra, and I'm excited to share what I learned! This module was all about a...
Join discussionDec 27, 2025 · 9 min read · Camunda is a strong, mature platform, and solves hard problems very well. But its also designed to cover a huge surface area, visual modelling, execution, orchestration, human tasks, retries, compensation, and governance. If you have a full developme...
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Aug 21, 2025 · 32 min read · Struggling with content bottlenecks, inconsistent quality, and slow production? Traditional single-workflow approaches often lead to friction and missed opportunities. Imagine a dynamic system where specialized AI agents collaborate seamlessly, autom...
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Jul 10, 2025 · 3 min read · If you've spent any time trying to build reliable LLM-powered tools, you know the pain: Most startups and teams re-invent the wheel every time they want to build a chatbot, automation, or AI-powered workflow that's both smart and deterministic. LLMs ...
Join discussionJun 16, 2025 · 6 min read · The landscape of cloud computing is constantly evolving, with businesses increasingly relying on multi-cloud strategies for data storage, collaboration, and disaster recovery. While traditional file synchronization tools have their place, the complex...
Join discussionApr 19, 2025 · 5 min read · Over the last few posts, we’ve been building the backend of a coffee shop using Temporal, modeling the key steps in fulfilling an order as distributed activities: taking payments, checking supplies, brewing coffee, and serving it. These are all orche...
Join discussionApr 13, 2025 · 4 min read · If you haven’t read the previous post about setting up the Payment Activity, I highly recommend checking that out first. In that post, we covered Temporal Activities in detail. Here, we’ll follow a similar structure to create three new services: inv...
Join discussionApr 6, 2025 · 4 min read · Welcome back to our coffee-fueled backend journey! ☕ In the last post, we got the Temporal setup brewing for our Best-Coffee-Shop—we laid the foundation. Now, it’s time to write our first real workflow: the one that brings a customer’s coffee order t...
Join discussionMar 14, 2025 · 9 min read · I have been working on the batch processing aspects lately, and I found many topics on this idea. One of the ways was to use Luigi, a Spotify maintained project. The main problem is that there aren't many good blogs about how to implement batch proce...
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