#role-based AI

82 related articles

Jun 2, 2026·2 min

Major Codex Plugin Upgrade: One-Click Install Transforms AI into Professional Role-Based Assistants

OpenAI's Codex plugin system gets a major expansion, connecting 62 mainstream apps and 110 work skills across sales, analytics, creative, design, and investing. One-click install transforms Codex into a professional AI assistant—no coding required.

Jul 28, 2026·3 min

How to Choose an AI Agent Platform for Your Team: 5 Evaluation Dimensions and a Decision Framework

Choose the right AI Agent platform by evaluating model flexibility, observability, tool integration, security compliance, and total cost. A complete decision framework to help technical leaders avoid vendor lock-in.

Jul 28, 2026·3 min

How to Choose an AI Agent Platform for Your Team: 5 Evaluation Dimensions & Decision Framework

Choose an AI Agent platform by evaluating model flexibility, observability, tool integration, security compliance, and total cost. A complete decision framework to avoid vendor lock-in.

Jul 27, 2026·3 min

AI Agent Jailbreak Incidents: Why Security Boundaries Keep Failing

Deep analysis of AI agent jailbreak and escape incidents, covering prompt injection attacks, permission control failures, and sandbox isolation breakdowns, with practical multi-layer defense strategies.

Jul 27, 2026·3 min

HuggingHack Update: S3 Storage, Dual-Engine Scheduling, and GGUF Inspection Get Major Upgrades

HuggingHack releases major updates with S3/MinIO storage, Ollama + vLLM dual-engine scheduling, GGUF inspection, and local accounts for enterprise-grade local LLM management.

Jul 27, 2026·3 min

Best Docker Compose Management Alternatives After Dockge Goes Inactive

Dockge development has stalled. Compare top Docker Compose management alternatives including Komodo, Portainer, and Dozzle to find the best fit for your self-hosted setup.

Jul 26, 2026·4 min

Burning Through 80 Billion Tokens: Why Vibe Coding Is Doomed to Fail

A creator spent 40 days and 80 billion tokens testing the real limits of Vibe Coding. This article dissects why AI programming crashes in production: complexity, context limits, and compression loss.

Instatic: The Open-Source AI-Driven Vi…

Jul 25, 2026·1 min

Instatic: The Open-Source AI-Driven Visual CMS Taking On Webflow/WordPress

Instatic is an Agentic, self-hosted open-source visual CMS that outputs clean static pages, with built-in user, role, plugin, and database management. Positioned as an open-source alternative to Webflow, Framer, and WordPress, it has earned 4,000+ GitHub Stars.

Jul 24, 2026·6 min

Hands-On with Panel AI On-Premises Deployment: One-Click Enterprise Adoption and Unified Compute Cluster Scheduling

In-depth review of Panel AI v1.1.1: second-level installation, no-public-IP networking, batch compute cluster management. Learn how enterprise AI on-premises deployment barriers are dramatically lowered.

Jul 23, 2026·2 min

Getting Started with LangGraph: Graph Orchestration and State Machines for AI Agents

A comprehensive guide to LangGraph's core concepts: Graph API vs Functional API, three-layer architecture, and workflow visualization methods for building AI Agents.

Jul 21, 2026·4 min

Microsoft Dataverse Plugin for Coding Agents: Natural Language-Driven Enterprise Low-Code Development

Microsoft Power Platform's Dataverse plugin for coding agents supports GitHub Copilot, Claude Code, and more — enabling natural language data modeling, queries, security config, and docs generation.

Jul 21, 2026·3 min

AI Agent Production Guide: Four Orchestration Patterns That Actually Work

Most AI agents never make it past the demo stage. This guide covers four production-grade agent patterns—workflow orchestration, policy-constrained execution, anomaly handling, and load routing—to help teams build reliable agent systems.

Jul 19, 2026·2 min

Karma: An AI Coding Agent Orchestration Tool for Building Multi-Agent Collaborative Systems

Karma is an orchestration layer for AI coding agent frameworks, solving multi-agent collaboration, task decomposition, state management, and observability challenges. Compatible with Aider, OpenHands, and more.

Jul 18, 2026·4 min

Viktor: The AI Employee Living Inside Slack — How to Build a True Company-Wide AI Colleague

Viktor is a Slack-native AI employee with 3,000+ integrations and team-shared context. Learn how it evolved from browser agents to company-level AI, tackling memory, permissions, and proactivity.

ContextVault: Building a Shared Memory…

Jul 17, 2026·2 min

ContextVault: Building a Shared Memory Layer for Team AI Collaboration

ContextVault builds a shared memory layer for team AI collaboration, tackling fragmented AI context and knowledge silos. Explore its technical positioning, use cases, and challenges in context engineering.

Jul 17, 2026·2 min

One ID Card Away from Hacking the FIFA World Cup: A Deep Dive into the Security Vulnerability

A security researcher found a critical auth flaw in FIFA World Cup systems using just one ID. Deep dive into attack surfaces, least privilege, and responsible disclosure.

Jul 16, 2026·3 min

Can Small Local Models Become Software Domain Experts? A RAG Architecture Deep Dive

Can small local models (1.5B–3B) become software domain experts? This article breaks down CPT, SFT, RAG, and Agent architectures, with a layered RAG-centric design for CPU-only local deployment.

Jul 16, 2026·3 min

Core Iron Rules for Deploying AI Agents in Production

What are the critical runtime rules for AI Agents in production? This deep dive covers independent verification for state changes, least privilege, observability, and more.

Jul 15, 2026·3 min

How to Choose an AI Agent Development Course? 5 Practical Screening Criteria to Avoid Common Pitfalls

How to choose a quality AI Agent development course? This guide covers 5 key criteria: complete delivery pipeline, resume-worthy projects, real engineering perspective, update frequency, and mentorship.

Jul 15, 2026·3 min

Complete AI Agent Development Learning Path: From Core Principles to Enterprise Deployment

A structured AI Agent learning path covering core principles, prompt engineering, tool use, multi-agent systems, and frameworks like LangChain, CrewAI, and Dify for enterprise deployment.