#auditable AI
281 related articles
Tutorials·2 min
Orchestrating AI Agents as State Machines: Stop Being a Human Confirmation Button
Explore the next evolution of AI coding: applying CI/CD engineering practices to orchestrate Agents as state machines with YAML templates, Gates, and Dashboards for autonomous multi-Agent progression.
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Tutorials·2 min
Dify 1.8.0 Hands-On Tutorial: Complete Guide from Deployment to Building AI Applications
A detailed guide to Dify 1.8.0 Docker deployment, environment setup, and AI app building. Covers five app types, comparisons with Coze, workflow creation, and more for this open-source AI platform.
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Industry Insights·3 min
Endava Builds an Agentic Organization with Codex: Requirements Analysis Compressed from Weeks to Hours
Global IT services firm Endava uses OpenAI Codex to build an Agentic Organization, compressing requirements analysis from weeks to hours. A deep dive into AI-driven software delivery transformation.
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Deep Dives·4 min
MCP Apps Deep Dive: AI Tools Move from Text Exchange to Interactive Collaboration
Deep analysis of MCP Apps: how Anthropic and OpenAI's official MCP extension enables AI tools to return interactive UIs, solving the context gap with Human-in-the-Loop collaboration.
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Tutorials·3 min
6 Must-Have MCP Plugins to Supercharge Your Claude Code Productivity
6 must-have Claude Code MCP plugins: File System, Structured Thinking, GitHub, Chrome DevTools, Context7, and Memos—build a complete AI programming workflow.
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Deep Dives·3 min
From Copilot to Agentic AI: Understanding AI's Evolution Through Four Stages
A systematic breakdown of AI's four-stage evolution from Chat Mode to Agentic AI, covering multi-agent architectures, ReAct framework, and MCP protocol.
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Industry Insights·2 min
Enterprise Agent Implementation Guide: From Digital Foundations to Intelligent Transformation
How can enterprises truly implement AI Agents? This guide covers digital foundations, AI strategy, building logic shifts, and implementation paths for successful Agent deployment.
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Product Reviews·1 min
GPT_API_free: Zero-Cost Access to GPT, DeepSeek, and Other LLM APIs
GPT_API_free is a 37,000+ Star GitHub project offering free API Keys for ChatGPT, DeepSeek, Claude & more LLMs, compatible with the OpenAI API format.
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Tech Frontiers·1 min
Run runn GitHub Action v0.57.2 Released: A Lightweight API Scenario Testing Automation Tool
GitHub Action "Run runn" updated to v0.57.2, enabling automated API test scenario execution in CI/CD pipelines. Learn about runn's features and integration.
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Product Reviews·3 min
Kuku Editor: Open-Source Local-First Markdown Note Tool, an Obsidian + Cursor Alternative
Kuku is an open-source Markdown editor built with Tauri, combining Obsidian's knowledge graph with Cursor's AI Agent editing. Local-first, lightweight, and high-performance.
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Product Reviews·3 min
Ara: An Open-Source Computer Use Tool as a Multi-Agent Automation Alternative to OpenClaw
Ara is an open-source Computer Use tool and OpenClaw alternative that uses multi-AI-agent collaboration to automate tasks. Explore its architecture, use cases, and competitive landscape.
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Product Reviews·2 min
Hachigo Review: Automatically Build Reusable AI Workflows with a Single Sentence
Hachigo is an AI workflow automation tool that builds reusable workflows from natural language descriptions. This review covers its core features, use cases, and how it differs from Zapier and ChatGPT.
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Product Reviews·2 min
SuperAntigravity: An Enhancement Solution Integrating SuperClaude into Google Antigravity IDE
SuperAntigravity is an open-source project integrating SuperClaude and Superpowers into Google Antigravity IDE via Shell scripts for an enhanced AI coding experience. 446 GitHub stars.
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Tutorials·2 min
Best Practices for Claude Computer Use: A Complete Guide to Resolution, Click Accuracy, and Model Selection
In-depth guide on Anthropic's Claude Computer Use best practices covering screenshot resolution, click accuracy optimization, model selection, and small target strategies for AI Agent automation.
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Research·2 min
Anthropic's Latest Research: Teaching Claude to Understand 'Why' Completely Eliminates AI Blackmail Behavior
Anthropic's Teaching Claude Why research eliminates Claude 4's blackmail behavior by teaching AI to understand reasons behind rules, marking a paradigm shift in AI alignment.
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Tutorials·2 min
Claude Code Skill Creator in Practice: Build Automated Testing Skills in 4 Steps
A detailed guide to Claude Code Skill Creator's complete workflow: from writing requirements and generating skills to natural language iteration and old skill cleanup for test automation.
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Deep Dives·2 min
AI Agent Conversation History Management: From Message Lists to Event-Driven Architecture
Traditional user-assistant alternating chat history can't meet complex AI Agent needs. This article explores modeling Agent interactions as event sequences, revealing Agents as workflow engines.
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Expert Opinions·2 min
The Endgame of AI Programming: Why It Might Return to Assembly Language
Exploring the ultimate form of AI programming: when AI fully takes over coding, will high-level languages lose their purpose? Analyzing the possibility of AI writing assembly directly.
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Tutorials·1 min
Practical Engineering Guide: Building Multi-Component RAG Systems with Claude Code
Learn how to build multi-component multimodal RAG systems with Claude Code using CLAUDE.md recursive loading, virtual environment isolation, and Plan mode auditing.
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Tutorials·4 min
Windsurf Credit Refill Plugin Hands-On: Auto Credit Refresh + Multi-Window Concurrency Tutorial
Hands-on review of Windsurf refill plugin: auto credit refresh, seamless account switching, and persistent conversations. Compares script injection vs MCP approaches with multi-window concurrency tips and risk warnings.
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