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3723. Enhancing Flink Deployment with Shadow Testing (engineering.grab.com)

Introduction Ensuring the reliability of Apache Flink deployments in Grab is crucial for the availability of our business-critical, real-time applications. While all applications are tested in a staging environment before getting promoted to the production environment, there is still a class of issu...

3724. The TEXTSIZE trap: how TDS silently truncates your binary data in Rails (feed.thoughtbot.com)

During a legacy data migration, imported images kept rendering as broken files. Everything looked fine in the logs. No errors, no warnings. It took me some back and forth to finally discover that TDS was quietly truncating varbinary(max) columns on the way out. One SQL command fixed it. client.execu...

3726. Build a Real-Time Voice Interview Coach with TypeScript and LiveKit (www.thepolyglotdeveloper.com)

Do you struggle with interviews? You're not alone! You can have the best interview notes in the world, but when you start having that vocal conversation, you might end up a deer in the headlights, fre... The post Build a Real-Time Voice Interview Coach with TypeScript and LiveKit appeared first on T...

3736. Durable Workflows in the Microsoft Agent Framework (devblogs.microsoft.com)

Build durable AI agent workflows with the Microsoft Agent Framework. Start with in-process console apps, add durability with the Durable Task runtime, scale with parallel AI agents, and host on Azure Functions for serverless execution. The post Durable Workflows in the Microsoft Agent Framework appe...

3738. Laravel Installer Now Returns JSON When Running Inside an AI Agent (laravel-news.com)

As of v5.27.0, the Laravel installer detects when it's running inside an AI coding agent and emits structured JSON output instead of interactive prompts. The post Laravel Installer Now Returns JSON When Running Inside an AI Agent appeared first on Laravel News. Join the Laravel Newsletter to get Lar...

3739. The AWS MCP Server is now generally available (aws.amazon.com)

AWS announces the general availability of the AWS MCP Server, a managed remote Model Context Protocol (MCP) server that gives AI agents and coding assistants secure, authenticated access to all AWS services. The AWS MCP Server is part of the Agent Toolkit for AWS, a suite of tooling that includes th...

3740. Email marketing trends in 2026: Data and insights (www.hostinger.com)

The global email marketing market is valued at $13.72 billion in 2026 and projected to reach $22.93 billion by 2031. Automated emails already generate 30% of all email revenue fro… The post Email marketing trends in 2026: Data and insights appeared first on Hostinger Blog.

3742. A New Book: "Don't Get Hacked!" ()

I have a new book out, Don’t Get Hacked! Protecting Yourself at Home. It’s released under a Creative Commons license, so it’s freely sharable and redistributable. I’m working on making print copies available.

3743. Reusing your Laravel MCP tools in the Laravel AI SDK (freek.dev)

Learn how to reuse your Laravel MCP tools in the Laravel AI SDK using a simple proxy approach, helping you avoid code duplication and making it easier to build AI agents integrated into your Laravel applications. Read more

3745. ChatterBot: Build a Chatbot With Python (realpython.com)

The Python ChatterBot library lets you build a self-learning command-line chatbot with just a few lines of code. You’ll set up a basic bot, clean real WhatsApp conversation data with regular expressions, and train your chatbot on that custom corpus. You’ll also plug in a local LLM through Ollama to ...

3746. How to Prompt AI Without Handing Over Control (spin.atomicobject.com)

There’s an assumption floating around right now that working with AI is supposed to feel effortless. When you prompt AI, you describe what you want, iterate a bit, and eventually land on something usable. Sometimes that works. More often, it leads to a long chain of almost-correct outputs, missed ed...

3747. Quiz: How to Use OpenCode for AI-Assisted Python Coding (realpython.com)

In this quiz, you’ll test your understanding of How to Use OpenCode for AI-Assisted Python Coding. By working through these questions, you’ll revisit how to install OpenCode, connect it to an AI provider, configure project context with AGENTS.md, and take advantage of features like mid-session model...

3748. Quiz: Python & APIs: A Winning Combo for Reading Public Data (realpython.com)

In this quiz, you’ll test your understanding of Python & APIs: A Winning Combo for Reading Public Data. By working through this quiz, you’ll revisit how APIs send requests and responses, how the requests library works, what status codes and headers mean, and how to handle authentication, pagination,...

3750. Rails Security, AI, and IBB (tenderlovemaking.com)

For quite a few years the Rails project has been working with the Internet Bug Bounty (IBB). The IBB is an organization that awarded cash to security researchers that reported issues to OSS projects participating in the IBB. For quite a while I wasn’t certain about my feelings toward the program bec...
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