Tools Resources

NeMo Agent Toolkit With Docker Model Runner

Agent observability is often missing in the rush to build AI agents. NeMo adds observability to AI agents, helping trace, evaluate, and debug multi-agent workflows.

April 15, 2026

by Siri Varma Vegiraju

CORE

· 2,727 Views

C/C++ Is Where Vulnerability Programs Go to Guess

Most security tools skip C and C++ entirely, or pretend they don't. Read on to learn what it actually takes to see what's there.

April 15, 2026

by Lexi Selldorff

· 3,019 Views · 1 Like

Building an AI-Powered SRE Incident Response Workflow With AWS Strands Agents

Learn how to automate CloudWatch alerts, Kubernetes remediation, and incident reporting using multi-agent AI workflows with the AWS Strands Agents SDK.

April 14, 2026

by Ayush Raj Jha

· 2,916 Views · 1 Like

Applying Oracle 19c Release Update (RU): A Practical Guide from My DBA Experience

Learn how to upgrade an Oracle 19c standalone database from 19.3 to 19.20 with a step-by-step guide covering preparation, patching, and validation.

April 9, 2026

by arvind toorpu

CORE

· 3,792 Views

Designing Docling Studio: Key Architecture Decisions

Architecture decisions behind Docling Studio: a visual inspection layer for Docling. From dual-engine design to Docker packaging.

April 9, 2026

by Pier-Jean MALANDRINO

CORE

· 3,376 Views · 1 Like

Why Queues Don’t Fix Scaling Problems

Queues absorb spikes but not sustained overload. Without backpressure, limits, and monitoring, backlogs grow until systems fail.

April 8, 2026

by David Iyanu Jonathan

· 3,568 Views · 2 Likes

Unlocking the Potential: Integrating AI-Driven Insights with MuleSoft and AWS for Scalable Enterprise Solutions

AI-powered MuleSoft and AWS integrations improve scalability, data quality, and customer experience while dismantling silos.

April 8, 2026

by Abhijit Roy

· 2,844 Views

MCP + AWS AgentCore: Give Your AI Agent Real Tools in 60 Minutes

A hands-on walkthrough on building an AI agent with real tools using AWS Bedrock AgentCore Runtime. FastMCP and the Strands agent.

April 8, 2026

by Jubin Abhishek Soni

CORE

· 3,791 Views

Mastering Multi-Cloud Integration: SAFe 5.0, MuleSoft, and AWS - A Personal Journey

Using SAFe 5.0, MuleSoft and AWS can form modular, AI-enabled multi-cloud systems that reduce latency and align technology with business outcomes.

April 8, 2026

by Abhijit Roy

· 2,486 Views

Run AI Agents Safely With Docker Sandboxes: A Complete Walkthrough

A full walkthrough of how to set up Docker sandboxes on a local machine and how to run AI agents safely in YOLO mode without corrupting the host environment.

April 7, 2026

by Naga Santhosh Reddy Vootukuri

CORE

· 6,896 Views · 3 Likes

TOP-5 Lightweight Linux Distributions for Container Base Images

Choosing a base Linux image for containers is not just about the size. It is also about licensing, compatibility, update cadence, security posture, and support options.

April 7, 2026

by Catherine Edelveis

· 5,067 Views · 4 Likes

Docker Secrets Management: From Development to Production

Why environment variables leak, how Docker Swarm secrets work, when to use HashiCorp Vault, and building a layered approach to secrets in production containers.

April 7, 2026

by Shamsher Khan

CORE

· 3,206 Views · 1 Like

Spark on AmpereOne® M Arm Processors Reference Architecture

Deploy and tune Apache Spark on AmpereOne M, with setup steps, cluster configs, and benchmarks showing gains vs Ampere Altra in performance and efficiency.

April 6, 2026

by RamaKrishna Nishtala

· 3,369 Views · 2 Likes

Hadoop on AmpereOne Reference Architecture

Hadoop on AmpereOne M shows improved throughput, scaling, and efficiency, with setup, tuning, and benchmark insights for optimizing big data workloads.

April 3, 2026

by RamaKrishna Nishtala

· 5,502 Views

Chat with Your Oracle Database: SQLcl MCP + GitHub Copilot

MCP gives Copilot a standard way to call tools (like SQLcl) without custom integrations. SQLcl runs locally and talks to Oracle; SQL MCP exposes an MCP server over stdio.

April 3, 2026

by Sanjay Mishra

· 4,223 Views

AI-Generated DataWeave in MuleSoft: Production Failure Modes and How to Make It Safe

AI can draft DataWeave code, but without guardrails, it fails in real production conditions. Defensive coding, contracts, and tests are mandatory.

April 3, 2026

by Manjeera Chanda

· 1,842 Views · 1 Like

AWS Migration Tools Compared: DMS vs SMS vs CloudEndure

This article compares AWS DMS, SMS, and CloudEndure, explaining their differences and helping teams select the most suitable AWS migration tool.

April 2, 2026

by Ankush Madaan

· 2,469 Views

Mastering Azure Kubernetes Service: The Ultimate Guide to Scaling, Security, and Cost Optimization

Learn to optimize AKS with automated scaling, robust security policies, and cost-saving techniques for high-performance cloud clusters.

April 2, 2026

by Jubin Abhishek Soni

CORE

· 3,200 Views · 1 Like

End-to-End Streaming Optimization: Kafka to Delta With Exactly-Once Guarantees

Kafka feeds the stream, Spark tracks progress via checkpoints, and Delta's transaction log ensures every event lands exactly once, even across failures and restarts.

April 1, 2026

by Seshendranath Balla Venkata

· 2,625 Views · 2 Likes

SELECT AI Query Integration Using Oracle Autonomous Database 26AI and OpenAI

A custom framework testing Oracle 26ai’s ability to convert natural language into SQL using the 22 TPC-H benchmark. With no prompt engineering, it achieves high accuracy.

April 1, 2026

by Sanjay Mishra

· 3,585 Views

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