Latest updates for Automation Layer

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Recent items include:

  • The Automation Layer Wants to Own Enterprise AI
  • Test Automation Architecture: Layers, Patterns, How to Build
  • LLM layer for a Rails application

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devops.com /1 month ago

The Automation Layer Wants to Own Enterprise AI

Organizations want AI systems capable of prioritizing alerts, routing workflows, coordinating across applications, initiating remediation steps, summarizing operational data and ad...

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testmuai.com /1 week ago

Test Automation Architecture: Layers, Patterns, How to Build

Test automation architecture is the layered design behind a maintainable test suite. Learn the ISTQB gTAA model, layers, design patterns, and how to build one.

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dmitrytsepelev.dev /1 month ago

LLM layer for a Rails application

Originally appeared on dmitrytsepelev.dev.Like it or not, a lot of applications are adding AI–native features: anything related to automated answers, object classification, knowled...

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belderbos.dev /1 month ago

Bob Belderbos: The control layer is the product, not the model

Gary Bernhardt posted something this week that names a phenomenon we're teaching in our agentic AI cohort: Everyone seems fixated on the models, but I think there's so much low-ha...

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aws.amazon.com /2 weeks ago

Retrofit, don’t rebuild: Agentic overlays for transforming legacy enterprise services

In this technical collaboration between AWS and the authors, we present a pragmatic solution: agentic overlays. Agentic overlays are thin wrapper layers that transform traditional...

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dzone.com /1 month ago

Agentic Testing: Moving Quality From Checkpoint to Control Layer

Agentic testing raises the bar for quality leadership. As AI agents enter test planning, scenario generation, script creation, execution, failure analysis, and self-healing, QA lea...

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snowflake.com /1 month ago

Snowflake Horizon Context: The Governed Context Layer for AI, BI and Apps

Discover Horizon Context, a new capability within Horizon Catalog that delivers a connected, governed semantic foundation with active context for AI and BI.

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hospitalitynet.org /3 weeks ago

The Operating Layer

Drawing on Amadeus survey data from 500 hotel leaders globally and 100 in APAC, this viewpoint argues hotels must sequence data unification, AI integration, and human orchestration...

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rubyflow.com /1 month ago

ActiveHarness gem has been released

ActiveHarness — a Ruby framework for building production-ready AI agents with multiple LLM providers, lifecycle hooks, and a Rails-friendly DSL. Made for Rails but works in plain R...

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am-online.com /2 days ago

An AI-ready data layer that makes insights actionable

Advertisement feature from CitNOW Group

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dzone.com /2 weeks ago

Why Requirements Are Becoming the Control Layer in AI-Assisted Development

In traditional software delivery, requirements often functioned as an initial alignment artifact. Once development began, implementation, iteration, and testing took precedence. AI...

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testingxperts.com /1 month ago

UiPath Test Manager: Aligning Business Intent with Automated Execution

UiPath Test Manager helps enterprises align automated execution with business intent by connecting requirements, test cases, execution results, and defects in one traceable flow. T...

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devops.com /1 week ago

Block Details Builderbot Framework for Orchestrating AI Agents Across SDLC

The software engineers at Block have developed an orchestration layer they are using to manage artificial intelligence (AI) agents that have been trained to automate multiple tasks...

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dzone.com /2 days ago

API Facade vs. Orchestration vs. Eventing, Now With AI in the Loop

AI Doesn't Replace Your Architecture; It Becomes Part of It Picture this. Your team has just integrated a large language model into your enterprise application. The demo looked com...

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uxdesign.cc /2 days ago

AX is just the orchestration layer

The work didn’t vanish with the screen. It fell one layer down.Continue reading on UX Collective »

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sdtimes.com /3 weeks ago

Block Introduces BuilderBot, an AI agent orchestration layer

Scale. It’s the issue that causes so many AI initiatives to fail. AI code assistants work remarkably well in individual code repositories, but fail when pushed to handle massive vo...

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dzone.com /15 hours ago

Architecting Autonomous Network Ecosystems: From Reactive Monitoring to Agentic AI Orchestration

Agentic AI systems represent a paradigm shift in network operations, facilitating the transition from traditional reactive monitoring to fully autonomous management frameworks. For...

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blogs.cisco.com /1 week ago

Beyond CMDB Sync: Cisco Catalyst Center for ITSM Workflows

Discover how Cisco Catalyst Center 3.2.1 enhances ServiceNow CMDB integration with Granular Stack Switch Synchronization. Improve asset visibility, streamline ITSM workflows, and a...

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dev.to /1 week ago

The Design Layer and Your Security Stack: A Practical Integration Guide

The governance layer is well-built. The detection layer is well-funded. The design layer is the upstream question neither answers — and it is complementary to both....

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salesforce.com /4 weeks ago

Make Your Existing Automation Agent-Ready

Evaluate your current assets, isolate single-purpose actions, and safely connect deterministic flows and Apex to probabilistic reasoning engines.

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rubyland.news

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aws.amazon.com

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blogs.cisco.com

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dev.to

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devops.com

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