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Ajeet Singh Raina

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Ajeet Singh Raina
Running Open-Source Models and Docker Sandboxes: Agent in a microVM, Model on the Host, Zero Cloud Dependency

Running Open-Source Models and Docker Sandboxes: Agent in a microVM, Model on the Host, Zero Cloud Dependency

I've been deep in Docker sbx + Docker Model Runner for the past week. The combination is quietly the first real open-source implementation of "agent in a microVM, model on the host, zero cloud." Full walkthrough ~ 8 steps, every command tested on my Mac.

By Ajeet Singh Raina 19 Apr 2026
How Autonomous AI Agents Become Secure by Design With Docker Sandboxes

How Autonomous AI Agents Become Secure by Design With Docker Sandboxes

AI coding agents are incredibly useful until you realize they're running next to your SSH keys and AWS credentials. Here's how Docker Sandboxes changes that.

By Ajeet Singh Raina 15 Apr 2026
Is OpenClaw Safe to Use? A Security Deep-Dive (2026)

Is OpenClaw Safe to Use? A Security Deep-Dive (2026)

OpenClaw is not safe in its default configuration. With deliberate hardening running inside Docker Sandboxes, keeping it patched, binding the gateway to localhost, and auditing every skill, it becomes conditionally safe for personal use.

By Ajeet Singh Raina 12 Apr 2026
Stop guessing. Start running. llmfit picks the right LLM for your hardware.

Stop guessing. Start running. llmfit picks the right LLM for your hardware.

With 21,000+ GitHub stars and 497 models from 133 providers, llmfit is the fastest way to know which local LLMs will actually run and, run well on your machine.

By Ajeet Singh Raina 06 Apr 2026
Stop Running Agents in Containers. Run Them in MicroVMs with Docker sbx

Stop Running Agents in Containers. Run Them in MicroVMs with Docker sbx

Containers share your host kernel. A container escape gives root on your machine. MicroVMs don't. They give each agent its own kernel, enforced by hardware. Docker sbx is how you run Claude Code, Codex, or any coding agent with full autonomy and zero host risk. Here's exactly how it works.

By Ajeet Singh Raina 04 Apr 2026
NVIDIA DGX Spark vs Jetson AGX Thor: Which one should you buy?

NVIDIA DGX Spark vs Jetson AGX Thor: Which one should you buy?

Two NVIDIA Blackwell machines. Both fit on your desk. Prices within a few hundred dollars of each other. And yet buying the wrong one is a $3,500 mistake you'll feel every day.

By Ajeet Singh Raina 30 Mar 2026
docker dhi Cheatsheet: Every Command You Need to Manage Docker Hardened Images

docker dhi Cheatsheet: Every Command You Need to Manage Docker Hardened Images

Docker Hardened Images (DHI) are minimal, secure, and production-ready container images maintained by Docker. They're designed to reduce vulnerabilities, simplify compliance, and integrate seamlessly into your existing Docker-based workflows. With the release of Docker Desktop 4.65.0, the docker dhi CLI plugin ships built-in,

By Ajeet Singh Raina 23 Mar 2026
How I Turned My NVIDIA NemoClaw Exploration Into a Docker Labspace

How I Turned My NVIDIA NemoClaw Exploration Into a Docker Labspace

NemoClaw is a show-don't-tell technology. Labspaces are show-don't-tell teaching. After running NVIDIA's new enterprise AI agent platform on Jetson AGX Thor and Apple Silicon, I turned the whole experience into a guided, browser-based lab — every command, every error, every policy hash.

By Ajeet Singh Raina 22 Mar 2026
Can I run NVIDIA NemoClaw on Apple Silicon?

Can I run NVIDIA NemoClaw on Apple Silicon?

TL;DR: The short answer is yes. Here's exactly what works, what doesn't, and why.

By Ajeet Singh Raina 17 Mar 2026
Jensen Huang's GTC 2026 Keynote: The $1 Trillion Infrastructure Era and Agentic AI

Jensen Huang's GTC 2026 Keynote: The $1 Trillion Infrastructure Era and Agentic AI

The GTC conference often dubbed the "Woodstock of AI"  returned to the SAP Center in San Jose on March 16, 2026, and Jensen Huang did not disappoint. In a two-hour keynote packed with product launches, philosophical framing, and an Olaf robot from Frozen, the NVIDIA CEO laid

By Ajeet Singh Raina 17 Mar 2026
Getting Started with NVIDIA NemoClaw on Jetson AGX Thor

Getting Started with NVIDIA NemoClaw on Jetson AGX Thor

NVIDIA just dropped NemoClaw at GTC 2026 and the actual sandbox code is already live on GitHub. I dug into the source: binary-scoped network enforcement, a live policy proxy that lets you change security rules without rebuilding the image. Here's how to run it on Jetson AGX Thor. 🦞

By Ajeet Singh Raina 16 Mar 2026
NVIDIA Agentic AI Solutions for Healthcare and Finance

NVIDIA Agentic AI Solutions for Healthcare and Finance

Agentic AI is moving fast and two of the most exciting frontiers are healthcare and finance. On March 21st, we're bringing together surgeons, dental AI builders, edge computing practitioners, and fintech innovators in a single invite-only session. Come curious. Leave with answers.

By Ajeet Singh Raina 11 Mar 2026
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Ajeet Singh Raina

Docker. Kubernetes. Agentic AI.

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Ajeet Singh Raina

Docker. Kubernetes. Agentic AI.

Ajeet Singh Raina
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