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AI Waka

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Latest from AI Waka

77 recent articles

AI Waka

Mar 30, 2026 · Artificial Intelligence

Exploring Deep Agents: An Open‑Source Alternative to Claude Code for Coding AI Agents

Deep Agents, an open‑source framework built on LangChain and LangGraph, provides a ready‑to‑use agent harness with planning, file‑system tools, sandboxed shell access, sub‑agents, automatic context management, and built‑in observability for Python and TypeScript developers seeking a flexible replacement for Claude Code.

AI automationDeepAgentsLangChain

0 likes · 9 min read

Exploring Deep Agents: An Open‑Source Alternative to Claude Code for Coding AI Agents

AI Waka

Mar 26, 2026 · Artificial Intelligence

Building Production‑Ready AI Agents with NVIDIA Nemotron: A Full‑Stack Guide

This guide explains how to assemble NVIDIA's Nemotron Speech, RAG, and Safety models into a low‑latency, secure production AI agent stack, covering performance benchmarks, multimodal retrieval, safety data sets, integration code, and deployment options for cloud, on‑premise, and edge environments.

Content SafetyNvidiaedge computing

0 likes · 9 min read

Building Production‑Ready AI Agents with NVIDIA Nemotron: A Full‑Stack Guide

AI Waka

Mar 26, 2026 · Cloud Computing

Unlock Faster, Smarter Cloud SQL Management with Gemini CLI’s Agent Skills

The article explains how Gemini CLI’s shift from traditional Tools to progressive Agent Skills streamlines Cloud SQL for PostgreSQL extensions, reducing context overload, enabling on‑demand skill loading, zero‑manual installation, and cross‑platform execution, and provides step‑by‑step commands for exploring and using these new capabilities.

Agent SkillsCLI extensionsCloud SQL

0 likes · 7 min read

Unlock Faster, Smarter Cloud SQL Management with Gemini CLI’s Agent Skills

AI Waka

Mar 26, 2026 · Artificial Intelligence

When to Use MCP vs. Skills with Claude: A Practical Decision Framework

This article analyzes the trade‑offs between Model Context Protocol (MCP) and Skills for Claude‑based AI workflows, offering a three‑question test, real‑world examples, and architectural diagrams to help engineers choose the most efficient approach for their tasks.

AI WorkflowClaudeLLM Integration

0 likes · 10 min read

When to Use MCP vs. Skills with Claude: A Practical Decision Framework

AI Waka

Mar 26, 2026 · Artificial Intelligence

Master Claude Code Skills: Build, Organize, and Trigger Custom AI Assistants

This guide explains how Claude Code Skills work, how to define them in Markdown with frontmatter, where to store personal and project skills, best practices for metadata, description crafting, priority rules, complex skill organization, and how they differ from CLAUDE.md, Hooks, and Subagents.

AIClaudePrompt Engineering

0 likes · 11 min read

Master Claude Code Skills: Build, Organize, and Trigger Custom AI Assistants

AI Waka

Mar 25, 2026 · Information Security

Why Enterprise AI Agents Pose Security Risks and How to Govern Them

The article examines the hidden governance gap of powerful enterprise AI agents, shares real‑world failures from the OpenClaw platform, and proposes a practical AAAA (Access, Authority, Audit, Abort) framework to safely deploy autonomous assistants in production environments.

AI agentsEnterprise SecurityGovernance

0 likes · 13 min read

Why Enterprise AI Agents Pose Security Risks and How to Govern Them

AI Waka

Mar 25, 2026 · Cloud Native

How to Safely Deploy Production‑Ready AI Agents with KubeClaw on Kubernetes

This article explains why engineering discipline is essential for modern AI agents, introduces the KubeClaw platform and its Kubernetes‑native architecture, provides step‑by‑step installation and Helm deployment instructions, and outlines proven operational patterns for secure, observable, and reliable agent systems.

KubernetesObservabilityagent architecture

0 likes · 13 min read

How to Safely Deploy Production‑Ready AI Agents with KubeClaw on Kubernetes

AI Waka

Mar 25, 2026 · Industry Insights

What the 2026 Open‑Source AI Boom Reveals About Future AI Trends

The article analyzes the 2026 GitHub star‑ranking of the top 20 open‑source AI projects, highlighting a shift from model‑centric hype to practical agent execution, workflow orchestration, and data‑centric solutions, and examines the core capabilities of representative tools such as OpenClaw, AutoGPT, n8n, Dify, RAGFlow and Firecrawl.

2026 AI trendsAI agentsGitHub stars

0 likes · 12 min read

What the 2026 Open‑Source AI Boom Reveals About Future AI Trends

AI Waka

Mar 25, 2026 · Artificial Intelligence

How OpenClaw Turns Your Machine into an Autonomous AI Agent Runtime

OpenClaw is an open‑source, OS‑level autonomous agent runtime that combines dynamic system prompts, powerful tool access, file‑based memory, and sub‑agent generation, offering a secure, extensible architecture that runs on a single Node.js process and integrates with any LLM provider.

Autonomous AgentsLLM IntegrationOpenClaw

0 likes · 19 min read

How OpenClaw Turns Your Machine into an Autonomous AI Agent Runtime

AI Waka

Mar 25, 2026 · Information Security

How NemoClaw Secures Autonomous AI Agents with Kernel‑Level Sandboxing

This article examines NemoClaw’s three‑layer architecture that adds kernel‑level sandboxing, policy‑driven deployment, and flexible inference routing to OpenClaw, outlines installation steps, compares it with the native OpenClaw runtime, and discusses current limitations for production use.

AI Agent SecurityInfrastructureNemoClaw

0 likes · 9 min read

How NemoClaw Secures Autonomous AI Agents with Kernel‑Level Sandboxing