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Ajeet Singh Raina

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Ajeet Singh Raina
In This World of Influencers: Staying Ahead in the Container Space

In This World of Influencers: Staying Ahead in the Container Space

In this world of influencers, life is not easy. The pressure to stay visible, relevant, and knowledgeable is constant.

By Ajeet Singh Raina 28 Oct 2025
Does Docker Model Runner Use Token Caching? A Deep Dive into llama.cpp Integration

Does Docker Model Runner Use Token Caching? A Deep Dive into llama.cpp Integration

Docker Model Runner uses llama.cpp's KV cache for automatic token caching, eliminating redundant prompt processing in local LLM deployments. Discover how this built-in optimization works.

By Ajeet Singh Raina 24 Oct 2025
How to use Docker Hardened Images (DHI) in Kubernetes Deployments

How to use Docker Hardened Images (DHI) in Kubernetes Deployments

Designed to reduce vulnerabilities and simplify compliance, DHIs integrate easily into your existing Docker-based workflows as well as Kubernetes deployments with little to no retooling required.

By Ajeet Singh Raina 22 Oct 2025
How to Increase Context Window Size in Docker Model Runner with llama.cpp

How to Increase Context Window Size in Docker Model Runner with llama.cpp

Frustrated by tiny context windows when you know your model can handle so much more? If you're running llama.cpp through Docker Model Runner and hitting that annoying 4096 token wall, there's a simple fix you need to know about. Your model isn't the problem—your configuration is.

By Ajeet Singh Raina 22 Oct 2025
Agents, Architecture, and Innovation: A Morning of Agentic AI at Docker x Coders HQ Meetup

Agents, Architecture, and Innovation: A Morning of Agentic AI at Docker x Coders HQ Meetup

Post-GITEX, 27 innovators gathered at Coders HQ for the Agentic AI and Security Meetup. The topic? "Agentic AI and Docker." But it was the questions that revealed the real story—engineers already deploying custom models, architects rethinking infrastructure for multi-LLM systems.

By Ajeet Singh Raina 20 Oct 2025
Docker cagent: Build and Orchestrate AI Agents Without Writing Code

Docker cagent: Build and Orchestrate AI Agents Without Writing Code

Master multi-agent AI workflows with simple YAML configurations—no programming required

By Ajeet Singh Raina 08 Oct 2025
Docker at GITEX Global 2025: Redefining Container Security for the Modern Enterprise

Docker at GITEX Global 2025: Redefining Container Security for the Modern Enterprise

Join Docker at GITEX Global 2025—the world's largest tech event—to discover how Docker Hardened Images are revolutionizing container security. With 95% less attack surface, enterprise SLA-backed patching, and built-in compliance, DHI proves security doesn't have to slow you down.

By Ajeet Singh Raina 06 Oct 2025
Agentic AI Security: Why Your AI Agent Might Be Your Biggest Vulnerability

Agentic AI Security: Why Your AI Agent Might Be Your Biggest Vulnerability

As AI systems evolve from simple chatbots to autonomous agents with memory, tools, and the ability to collaborate, they're creating security vulnerabilities we've never seen before. This deep dive into cutting-edge arXiv research explains why agentic AI is your biggest security challenge.

By Ajeet Singh Raina 04 Oct 2025
Top 5 Tips to Win the FutureStack GenAI Hackathon

Top 5 Tips to Win the FutureStack GenAI Hackathon

Your winning strategy for $15,000 in prizes and career opportunities

By Ajeet Singh Raina 30 Sep 2025
Vibe Coding: One Prompt to Build, One Day to Fix

Vibe Coding: One Prompt to Build, One Day to Fix

Vibe coding is the new rhythm of software: start with a fuzzy idea, throw a prompt at an AI, and—boom—a demo runs. The catch? Creation is instant; correctness isn’t. This post unpacks that paradox.

By Ajeet Singh Raina 29 Sep 2025
Agents are the New Microservices: Why the Multi-LLM Era is Here

Agents are the New Microservices: Why the Multi-LLM Era is Here

The future of AI isn't about finding the perfect model—it's about orchestrating the right models for the right tasks.

By Ajeet Singh Raina 21 Sep 2025
Supercharge Your Docker Compose Applications with AI Models

Supercharge Your Docker Compose Applications with AI Models

Docker Compose now supports AI models as first-class citizens with the new models top-level element. Adding machine learning capabilities to your applications is now as simple as defining a model and binding it to your services.

By Ajeet Singh Raina 15 Sep 2025
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Ajeet Singh Raina

Docker. Kubernetes. Agentic AI.

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Ajeet Singh Raina

Docker. Kubernetes. Agentic AI.