Should I use one Docker Compose setup for both development and production?
I'm new to Docker and want to containerize a small Node.js project for learning, with the possibility of deploying it to a VPS later. The project may use…
production
How Can I Make My Kubernetes LLM Setup More Realistic?
I've been diving into a project aimed at exploring how Large Language Model (LLM) workloads function in a Kubernetes environment. My current setup is relatively simple and involves:…
How Can I Securely Manage and Back Up Production Environment Files?
I'm curious to learn how others handle the management and backup of production `.env` files in real-world setups. Do you make backups of these files, and if so,…
How Do You Keep Track of Recurring Jobs and Automations in Production?
I'm curious about how you're all managing recurring jobs, imports, and automations in production environments. Issues can arise like cron jobs failing silently, imports not completing fully, syncs…
What are some safe alternatives to using .env files for environment variables?
I'm currently using .env files for environment variables, but I've heard they might pose some security risks. What alternatives can I consider? I tried setting up Infisical and…
What Surprised Me About Token Billing in Production After Using Claude
I've been working in production for four months using Claude, and I recently realized how drastically different production usage can be compared to testing. While I'm not new…
How Do Startups Handle Database Operations Without Dedicated Engineers?
Hey everyone! 😊 I'm curious about how teams, especially in smaller startups, manage their database operations in a production environment when they can't afford to hire a dedicated…
How Can You Tell if an AI Agent is Ready for Production?
Determining the right time to release an AI agent into production can be tricky, as there isn't a definite signal indicating it's ready. While accuracy might seem acceptable…
Is it a bad idea to run a database in Docker for production?
I've heard from a friend that using Docker for running databases in production environments isn't a good practice. I'm curious to know why this is the case because…
What Common Challenges Have You Faced with Kubernetes in Production?
I'm looking to gather some insights about real-world experiences with Kubernetes in production environments. For those out there using Kubernetes, what are some actual security issues you've encountered?…
What's Happening with Crucial RAM and When Will It Be Gone?
I've been hearing some buzz about Crucial RAM supposedly leaving the consumer market around the end of February. I've noticed that their kits are still widely available on…
Should I Use the Stripe Dashboard or API for Configuration?
I've been working with Stripe and realized that I made a lot of configuration changes in my Sandbox dashboard. When the time comes to switch to production, I'm…
What Python Version Should I Use in Production?
I'm currently using Python 3.12 in production, but I'm considering upgrading to 3.13. I'm curious about the main differences between these versions and what others are using for…
How Do You Ensure AI Functions Safely in Production?
I've been integrating LLM features into several web products like support tools and workflow automation, but we've hit a major reliability issue. Once AI starts triggering real actions—like…
How do you troubleshoot issues after a production deployment failure?
I'm curious about how teams usually tackle the situation when things break right after a deployment in production. What steps do you take to identify which change caused…
How can we improve the process of turning incident reviews into actionable alerts?
During our incident retrospectives, there's a recurring theme where everyone agrees we should have alerts for certain issues, and tickets are created for this. However, these tickets often…
Is EKS Auto Mode a Good Choice for Production Workloads?
Hey everyone! I'm curious if anyone here has experience using EKS Auto Mode in a production environment. I'm considering moving my workload to EKS because my team is…
Is EKS Auto Mode a Good Choice for Small Teams in Production?
Hey everyone, I'm curious if anyone is using EKS Auto Mode in a production environment. How's it working for you with real applications? I'm considering migrating my workload…
Best Practices for Moving an API from Staging to Production
I'm looking for insight into how to transition a tested API from staging to production. My current method involves creating a new pull request from staging to production,…
Is the Next-Gen SQL Managed Instance Ready for Production?
Hey everyone! I've noticed that the 'Preview' label has disappeared from the toggle for enabling Next-Gen on our SQL Managed Instances. However, I can't find any official statements…