What’s the Pythonic way to add an LLM-powered REPL to a server?
I'm building a service that I can connect to over HTTPS and interact with through a REPL-like conversational loop. The server should be able to control devices on…
API
What’s a good API-backed way to store lots of images and their metadata?
I'm a photographer looking to organize a large personal image library, and I also build websites for clients that may need to serve thousands of images. I'd like…
Should I Put My API Behind CloudFront or Use an ALB Directly?
I'm deciding whether to serve an API through CloudFront in front of an Application Load Balancer, or expose the ALB directly. I originally used CloudFront so the API…
Can Astro Be Used with PHP?
Is it possible to use Astro in a PHP-based project? I haven't found much explaining how the two work together, so I'm wondering whether anyone has used this…
How can I disable MFA for a user in Entra?
I'm trying to authenticate a user using the ROPC flow via a REST API, aiming for full automation without any user interaction. However, even though I've disabled MFA…
How Can We Effectively Audit API Calls in a Sensitive Data Environment?
I'm seeking advice on implementing audit logs for our .NET API, which runs on ECS. We want to log both request and response payloads for each HTTP call.…
How Do You Manage LLM Drift During Long Development Processes?
I'm curious about how others are dealing with LLM drift in their development workflows. I usually set some constraints like architecture and tools early on, and while the…
Is There a Good CMS for Managing Email Templates?
I'm managing around 30 transactional email templates, and updating them is quite a hassle. Just changing the footer requires me to go through all 30 files. The same…
Are We Expected to Customize Our API for Another SAAS Vendor?
I'm part of a small IT department at a university, and we've been transitioning to more SAAS solutions. We're currently dealing with two vendors: EDUCATE, who manages our…
What's the Best Option for Receiving SMS Verifications Online?
I'm working on a user onboarding process that requires phone number verification and I'm looking for a reliable service. Ideally, I want something with a decent API that…
Are Step Functions the Right Choice for Managing API Data Ingestion?
I'm working on an API that's integrated with Cognito, where internal users may add data around 10 times a year. The GET methods are public, but any method…
What’s the best way to receive SMS online for phone verification?
I'm working on user onboarding that requires phone verification, and I'm looking for a service that has a good API without breaking the bank. Twilio feels like overkill…
What are some easy alternatives to Site24x7 for monitoring?
I'm currently using Site24x7 for monitoring, but I'm on the lookout for a simpler alternative that can be installed on-premises. Open-source options are welcome, but the key thing…
Looking for Easy Alternatives to Site24x7 for Monitoring
I'm currently using Site24x7 to monitor my servers and I'm on the hunt for a more straightforward alternative. Ideally, I'm looking for an open-source, on-premises solution that is…
How Can I Control API Access for Regular and Paying Users?
I'm working on a system using an Express.js API and a frontend website where users log in with their credentials to interact with the API. My company wants…
How Do You Manage API Response Types in Your Projects?
I've recently encountered a production bug due to using `any` in my code, and it made me rethink how I handle external data. I'm curious, how do you…
How Can We Identify Vulnerabilities in Educational Automation?
Hey everyone! I've noticed something strange happening where some students seem to be using automation or APIs to complete lessons and tasks with flawless results—without actually putting in…
How to Access LastPass Programmatically for Automation?
I've recently started a new job where I'm transitioning from using KeePass to LastPass. At my last role, I could easily extract credentials automatically for scripts using KeePass,…
Trouble Accessing Unsplash API for Quote Card Display
I'm working on a mobile-first task tracking app that's meant to have a calming feel, and I'm trying to add a quote card below the calendar to show…
How Can I Enhance My API That Offers AI Answers with Real-Time Web Search?
I've been working on MIAPI for a few months. It's designed to provide AI-generated answers that are backed by real web sources, complete with inline citations. Here are…