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ExternalBackend Development
Laravel News

Laravel Herd 2: Coding Agents, Workspaces, and Cloud Deploys

Laravel Herd 2.0 adds Herd Studio for running coding agents on local sites, git workspaces for parallel work, and Laravel Cloud deploys. The post Laravel Herd 2: Coding Agents, Workspaces, and Cloud Deploys appeared first on Laravel News. Join the Laravel Newsletter to get Laravel articles like this directly in your inbox.

News
Laravel NewsRead original
ExternalCloud
DigitalOcean Blog

Introducing DigitalOcean Cuttlefish: Get more done with agents on the go

Your agent has been refactoring for two hours. It’s deep in the codebase, making real progress, and then it stops: “Can I run this migration?” Nothing happens until you answer. And you’re not at your desk. You’re in line at the grocery store, or waiting at school pickup. DigitalOcean Managed Agents, in Public Preview, already moved your agents off your laptop and into the cloud. Each session runs in its own isolated sandbox, so the work keeps going after you close the lid. Now the person in the

DigitalOcean BlogRead original
ExternalSoftware Engineering
DZone

Constrained Decoding Models Explained: Encoders, Decoders and When to Use Them

Have you ever asked an LLM for JSON and got back "Sure! Here is your JSON:" followed by the JSON? Your parser fails, your pipeline stops, and someone adds a retry loop. I have been there. For a long time, the fix was a polite prompt. "Reply with valid JSON only. No extra words." It works most days. On the other days, it breaks.

DZoneRead original
ExternalCloud
AWS Compute Blog

Serverless ICYMI Q3 2026

In this 34th quarterly recap post, discover the most impactful AWS serverless launches, features, and resources from Q3 2026 that you might have missed.

AWS LambdaIntermediate (200)Uncategorized
AWS Compute BlogRead original

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