#RBAC
93 related articles
·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.
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·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.
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·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.
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·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.
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·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.
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ContextVault: Building a Shared Memory…
·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.
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·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.
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·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.
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OpenClawMachines: An Open-Source Game …
·2 min
OpenClawMachines: An Open-Source Game Engine's Journey Toward Enterprise Applications
OpenClawMachines explores extending the classic open-source game engine OpenClaw into enterprise applications, offering insights on tech reuse and open-source commercialization.
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·2 min
Hombre: An Open-Source Visual Dashboard for Honcho AI Memory Server
Hombre is an open-source web GUI for self-hosted Honcho AI memory servers. Features workspace management, semantic search, real-time sync, and RBAC — built with FastAPI and native frontend, MIT licensed, Docker-ready.
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·2 min
A Deep Dive into Ansible: The Essential Guide to Agentless IT Automation
A comprehensive guide to Ansible, the open-source IT automation platform: core architecture, design philosophy, and use cases. Learn about agentless mode, YAML Playbook syntax, idempotency, and best practices for DevOps and Infrastructure as Code.
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·6 min
An Efficient Learning Guide for Data Science: Study Partnerships and Hands-On ML in Practice
Struggling to learn data science alone? This article explores the value of study partnerships and pairs them with the classic Hands-On ML textbook to offer a phased learning plan from math foundations to deep learning.
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·7 min
OpenClaw vs Hermes: An In-Depth Comparison and Selection Guide for AI Agent Tools
An in-depth comparison of OpenClaw and Hermes Agent, covering skill management, memory mechanisms, security, and gateway configuration to help you find the right AI agent solution.
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Local Coding Agents in Practice: A Com…
·6 min
Local Coding Agents in Practice: A Complete Guide to Replacing Your Claude Subscription with Open-Source Models
An in-depth look at local coding agents—core concepts, advantages, and real challenges. Compare against Claude Code and learn to build a zero-subscription, private AI coding workflow with open-weight models.
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·5 min
Ollama Raises $65M Series B: 85% of Fortune 500 Have Already Deployed Local LLMs
Local LLM tool Ollama closes a $65M Series B, bringing total funding to $88M. With 9M developers and 85% of Fortune 500 having deployed internally, this deep dive explores why enterprises embrace local LLMs: compliance, Agent cost savings, and open-source ecosystem.
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·7 min
GitHub Copilot in Practice: The Capability Boundaries of AI Programming and the Irreplaceable Value of Humans
A developer's real case of building a dental clinic management system with GitHub Copilot and Azure SQL, revealing AI coding limits in cloud security config and how Human-in-the-Loop breaks through.
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·6 min
Connecting SQL Projects to Azure DevOps Pipelines: A Hands-On Guide to Automated Builds and Secure Deployment
Learn how to connect SSMS SQL projects to an Azure DevOps CI/CD pipeline—covering YAML build config, SQL code quality analysis, managed identity authentication, and dynamic firewall rules for secure Azure SQL deployment.
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·3 min
New Claude Models Are Coming: Why Traditional Cybersecurity Faces a 'Naked' Crisis
As next-gen Claude models arrive, traditional cybersecurity faces a systemic crisis. Explore why human-built defenses have structural blind spots against AI-native attacks — and how the industry must respond.
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·4 min
From Claude Code to Claude Tag: How AI Programming Tools Break Out of Engineering Teams
Anthropic's Boris Cherny and Cat Wu discuss how Claude Code expanded from engineering teams company-wide, the Claude Tag platform strategy, and the launch of Claude Fable 5.
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·6 min
Claude Comes to Azure: Three Enterprise-Grade Advantages of Microsoft Foundry's Anthropic Model Integration
Microsoft Foundry integrates Anthropic Claude models, enabling Azure customers to access Claude Opus 4.8 and Haiku 4.5 with unified authentication, billing, and commitment spend drawdown.
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