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How to handle error recovery in long-running AI Agents & Automation sequences?
I'm building an AI Agents & Automation pipeline for research that takes several minutes to complete. Sometimes the agent gets stuck in a loop or encounters a tool error. Is there a pattern to ...
Implementation of Generative AI (ChatGPT, Gemini) in automated software testing pipelines?
I'm trying to integrate Generative AI (ChatGPT, Gemini) into our CI/CD pipeline to automatically generate unit tests. Is anyone successfully using these models to write test cases for legacy codeb...
How can Automation and AI features in modern PM tools boost my team's Project Productivity?
I'm reading a lot about AI-powered project management features in new software releases for 2025. How can I practically leverage simple automation and emerging AI features in tools like Jira or Cl...
How to use Function Calling in Spring AI to connect LLMs with internal APIs?
I want my LLM to be able to fetch real-time data from our internal inventory REST API. How do I register a Java function as a tool for the model in Spring AI? Is there a way to let the model decide wh...
Comparing LiveKit vs. Pipecat for a multi-agent voice workflow?
I’m starting a project that requires multiple specialized agents (e.g., a "Receptionist" handing off to a "Technical Specialist"). LiveKit seems to have a very clean "Ag...
What is the best strategy to migrate from Ant Migration Tool to Salesforce CLI?
Since the Ant Migration Tool is being retired, my team needs to move our legacy deployment scripts to the Salesforce CLI (sf). We have a lot of custom XML manipulation in our current Ant build.xml. Is...
What are the best strategies for measuring tangible ROI on Generative AI pilot projects?
My company is stuck in "pilot purgatory." We have great AI demos, but leadership won't greenlight full production because we can't prove a direct link to EBIT. How are you quantifyin...
What is the most efficient way to convert a string to bytes in Python 3?
I'm working on a network programming project in Python where I need to send data over a socket, which requires the input to be in bytes rather than a standard string. I know there are multiple met...
How do you handle feature engineering for imbalanced datasets in real-time fraud detection models?
I'm working on a machine learning model for credit card fraud detection, and I’m struggling with the massive class imbalance. I’ve tried SMOTE, but it seems to be creating too much noi...
How do you handle feature engineering for imbalanced datasets in real-time fraud detection models?
I'm working on a machine learning model for credit card fraud detection, and I’m struggling with the massive class imbalance. I’ve tried SMOTE, but it seems to be creating too much noi...
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