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ExternalSoftware Engineering
DZone

Engineering Production Agentic Systems: Part 3: The Topology

Human-in-the-Loop Topology for Production Agentic Systems — Loop Bounding, Approval Gates, and Termination Discipline This is Part 3 of a three-part field manual on engineering production agentic systems. Part 1 took context engineering. Part 2 took guardrails. This part takes human-in-the-loop topology and closes the series. The conviction underneath all three: production agentic systems are won on these three architectural disciplines — not on model choice. The Opening Claim Almost every conve

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ExternalSoftware Engineering
GitHub Changelog

Customize Dependabot pull request branch names

You can now customize the branch names Dependabot creates for pull requests. New pull-request-branch-name options in .github/dependabot.yml let you set a prefix and maximum length, choose segment and word separators,… The post Customize Dependabot pull request branch names appeared first on The GitHub Blog.

GitHub ChangelogRead original
ExternalBackend Development
Laravel News

Laravel Head: Manage Meta Tags, Open Graph, and JSON-LD

Announced in Taylor Otwell's Laracon US 2026 keynote, Laravel Head is a first-party package that manages your document head with a fluent API covering titles, Open Graph, robots directives, JSON-LD schemas, and performance hints across Blade, Livewire, and Inertia. The post Laravel Head: Manage Meta Tags, Open Graph, and JSON-LD appeared first on Laravel News. Join the Laravel Newsletter to get Laravel articles like this directly in your inbox.

Laravel Packages
Laravel NewsRead original
ExternalSoftware Engineering
GitHub Changelog

Code coverage automatic enablement in Code Quality settings

We’re making code coverage setup faster and simpler. You’ll now see a new option in your repository’s Code Quality settings that lets GitHub generate your coverage workflow automatically with AI.… The post Code coverage automatic enablement in Code Quality settings appeared first on The GitHub Blog.

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ExternalSoftware Architecture
Martin Fowler

Fragments: August 4

There’s been a fair bit of publicity of the Open AI “rogue agent” that hacked into Hugging Face. This prompted Anthropic to check what their models were up to and, to my complete lack of surprise, discovered three incidents where models had gained unauthorized access to data in other organizations. Simon Wilison concluded: It’s abundantly clear now that running evals of cyberattack potential in models is a spectacularly risky business. Every AI lab needs to pay attention to this. Keeping a close

Martin FowlerRead original

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