Latest updates for Model Deployment

Fresh curated links around Model Deployment are collected here so marketers can spot useful updates and turn timely ideas into posts faster.

Recent items include:

  • Deploying an Enterprise LLM Chatbot on Databricks With RAG, MLflow, Vector Search, and Model Serving
  • Using ArgoCD to Manage AI Model Deployments with GitOps
  • Software Deployment Strategies for Enterprise Teams: A Scenario-Based Guide to Choosing the Right Approach

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Fresh articles and ideas

Recent curated links from global sources. Generate one free draft from any story, then use SocialBu to schedule and refine your content calendar.

dzone.com /2 weeks ago

Deploying an Enterprise LLM Chatbot on Databricks With RAG, MLflow, Vector Search, and Model Serving

The demo always works. Someone wires a vector index to a foundation model in a notebook, asks it three questions about the employee handbook, gets three crisp answers, and the room...

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kodekloud.com /1 month ago

Using ArgoCD to Manage AI Model Deployments with GitOps

Your microservices deploy through pull requests with full audit trails. Your models deploy because someone ran a script. Here is how to close that gap with ArgoCD, and what changes...

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devops.com /3 weeks ago

Software Deployment Strategies for Enterprise Teams: A Scenario-Based Guide to Choosing the Right Approach

Choosing the right software deployment strategy depends on the scenario. Get a practical decision framework for enterprise teams.

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habr.com /3 weeks ago

Деплой-платформа для MCP-серверов и сайтов, встроенная в каталог

Недавно я писал на Хабре, как собрал каталог MCP-серверов: 80 тысяч записей из девяти источников в одном индексе. В комментариях и в личке быстро всплыл вопрос, который я сам не до...

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akraya.com /1 month ago

Operational Readiness for Data Center Programs: The 6 Capabilities That Improve Deployment Execution

Operational Readiness for Data Center Programs: The 6 Capabilities That Improve Deployment Execution A deployment plan can look healthy right up until execution slips.

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aws.amazon.com /1 month ago

Building an agentic app deployer with Amazon Bedrock and AWS Lambda

PDI Technologies built PDI Brew, an agentic platform on AWS where non-technical employees describe a tool in plain English and receive a fully provisioned, multi-tenant web applica...

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hostinger.com /2 days ago

How to deploy an LLM with vLLM on a GPU server

To deploy an LLM with vLLM, prepare your GPU server and install vLLM there, then load your preferred vLLM-compatible model [...] Read More... The post How to deploy an LLM with vLL...

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kodekloud.com /1 month ago

Blue Green and Canary Deployments Explained

Both strategies buy you the same thing, which is a cheap way to be wrong. The mechanism is the easy part, and the two hard parts are noticing you are wrong and dealing with the dat...

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aws.amazon.com /4 weeks ago

Deploying Anthropic Claude apps gateway for AWS for enterprise workloads

Claude apps gateway is a self-hosted governance layer between Claude Code and Claude Desktop and Amazon Bedrock or Claude Platform on AWS. This post presents a production reference...

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hostinger.com /1 month ago

What is continuous deployment?

Continuous deployment is the practice of automatically deploying every validated code change to production.If the code passes every required validation [...] Read More... The post...

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learn.g2.com /1 week ago

State of Low-Code Machine Learning in 2026: Why Deployment Takes 4.5 Months

TL;DR: Everything you need to know about low-code machine learning deployment According to G2's analysis of 3,400+ verified machine learning platform reviews, low-code ML platfor...

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aws.amazon.com /6 days ago

Migrate agentic workloads to Amazon Bedrock AgentCore

An agent that works in a notebook is not an agent in production. This post walks through migrating a LangGraph customer support agent to Amazon Bedrock AgentCore in two stages: ont...

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medium.com /1 month ago

The Real AI Race Is Happening Below the Model

Every week there’s a new model release. Every week the same ritual plays out.Continue reading on CodeToDeploy »

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blogs.cisco.com /1 month ago

Consistent security model deployment with FPR calibration

In our previous Dynamic AI Security blog and the underlying CAMLIS 2025 paper, we described a release platform built to move new protections into production without disrupting cust...

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venturebeat.com /1 week ago

Forward-deployed engineering is how enterprise AI learns

Presented by ZetaEvery forward-deployed engineering (FDE) pitch sounds identical for the first ten minutes: an engineer embedded on-site, a workflow encoded within weeks, a demo th...

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digitalthoughtdisruption.com /1 month ago

How to Deploy NVIDIA Dynamo on Kubernetes for Distributed LLM Inference

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dev.to /4 days ago

Deploying an Agent Substrate Actor After ActorTemplate Left Kubernetes

As of 09/02/2026, the ActorTemplate object no longer exists. It was created, as the name suggests, to be the template/golden template that Actors use to deploy with particular sett...

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javacodegeeks.com /2 weeks ago

How to Deploy a Java Side Project on a Budget

Image attributed to Pexels.com Having a Java side project operate locally is important, but deploying it is another step. Live deployments let you test the project in real-world si...

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towardsdatascience.com /6 days ago

My Model Worked Perfectly. Then I Tried to Make It Useful.

Turning a trained churn classifier into a FastAPI service that other software can actually call. The post My Model Worked Perfectly. Then I Tried to Make It Useful. appeared first...

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marktechpost.com /1 month ago

Deploying a 1-Bit Bonsai-27B Model with PrismML llama.cpp and OpenAI-Compatible Local Inference Workflows

In this tutorial, we deploy the 1-bit Bonsai-27B language model using the PrismML fork of llama.cpp, which provides the specialized CUDA kernels required to decode the model’s Q1_0...

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computerra.ru /6 days ago

Моделей больше недостаточно: зачем OpenAI запускает DeployCo с $4 млрд инвестиций

Источник: Компьютерра - Журнал о науке и технологиях За одну неделю мая 2026 года две крупнейшие ИИ-лаборатории объявили о запуске сервисных компаний. Сначала Anthropic вместе с и...

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aws.amazon.com /1 month ago

Deploying Kimi K3 on AWS

This post walks through deploying Kimi K3 on AWS using two approaches: Amazon SageMaker HyperPod, and  Amazon Elastic Kubernetes Service (Amazon EKS) cluster.

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aws.amazon.com /3 weeks ago

NVIDIA Nemotron 3.5 Lightning now available in Amazon SageMaker JumpStart

NVIDIA Nemotron 3.5 Lightning, an open model built for high-volume agentic workloads, is now available in Amazon SageMaker JumpStart. This post shows how to deploy the 30B Mixture-...

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legaltechmonitor.com /4 weeks ago

Harbor Launches Embedded AI Implementation Offering, Harbor Deploy

Harbor Deploy will send employees to work directly at client organizations to assist with AI customization, governance and change management.

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Sources covering Model Deployment

feeds.dzone.com

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feeds.feedburner.com

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aws.amazon.com

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blogs.cisco.com

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blogs.vmware.com

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dev.to

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