#software verification
1223 related articles
Tutorials·3 min
Building a Financial Report Analysis AI Agent with Cursor + Skills: A Step-by-Step Tutorial from Scratch
A hands-on tutorial for building a financial report analysis AI Agent from scratch using Cursor editor, Skills definitions, and MiniMax M2.1. Covers setup, architecture, Skills methodology, and multi-language programming.
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Product Reviews·3 min
Devin 2.0 In-Depth Review: Is the $20/Month AI Coding Agent Actually Worth It?
In-depth analysis of Devin 2.0: dropped from $500 to $20/month, 12x efficiency in code migration, but only 15% completion on complex tasks. Real test data on use cases and limitations.
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Tutorials·3 min
Hermes Agent + Playwright: A Practical Guide to AI-Driven Browser Automation
A complete guide to AI-driven browser automation with Hermes Agent and Playwright, covering setup, three AI modes (snapshot decisions, multi-turn dialogue, autonomous exploration), retry mechanisms, and optimization tips.
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Product Reviews·3 min
OpenCLI: Wrapping Websites and Desktop Apps into Reusable CLI Commands for AI
OpenCLI is an open-source tool that wraps websites and desktop apps into reusable CLI commands for AI Agents. With 90+ built-in adapters, browser login state reuse, and auto-generated adapters.
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Product Reviews·3 min
OpenHands Deep Dive: How an Open-Source AI Coding Agent is Redefining Software Development
Deep dive into OpenHands, an open-source AI coding agent platform covering architecture design, sandboxed code execution, and multi-tool orchestration, compared with Copilot, Devin, and more.
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Product Reviews·2 min
ZenFlow Hands-On: Testing the Spec-Driven Fully Autonomous AI Software Engineer
Hands-on review of ZenFlow—the first spec-driven fully autonomous AI software engineer. Multi-agent parallel collaboration with built-in verification delivers end-to-end development from ideation to production.
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Product Reviews·1 min
Tasi Harness: Local AI Agent for Browser Automation
Tasi Harness is a locally deployed AI Agent browser automation tool that drives browsers via natural language to complete searches, data collection, and form filling. A deep dive into its features, technical highlights, and use cases.
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Tutorials·3 min
Complete Vibe Coding Tutorial: 15 Key Steps to Building an AI Agent from Scratch
A systematic breakdown of 15 key steps for building AI Agents with Vibe Coding, covering environment setup, product docs, frontend UI, backend APIs, databases, and deployment.
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Tech Frontiers·2 min
Anthropic's Inaugural Compile Conference: Focusing on the Future of Software Development in the AI Era
Anthropic will host its inaugural Compile conference on June 16, 2025 in San Francisco, bringing together engineers, researchers, and builders to explore how AI is reshaping software development.
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Tutorials·3 min
Harness Engineering: A Practical Guide to AI Development — From Prompts to Mastering AI Agents
A deep dive into Harness Engineering's three-layer architecture: Information, Constraint, and Automation layers, covering Agent failure modes, OpenAI and Anthropic best practices, and AI tool selection strategies for controlled AI development.
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Tutorials·3 min
Godot MCP + Codex in Practice: Using AI to Auto-Generate an Endless Runner Game
Learn how to integrate Godot MCP with OpenAI Codex to control the game engine via natural language, with a full walkthrough from setup to auto-generating an endless runner scene.
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Tutorials·3 min
Open-Source Multi-Agent Intelligent Diagnostic System: Deep Dive into MCP + RAG + Skill Routing Architecture
Deep dive into an open-source multi-Agent diagnostic system built on modified OneCall, featuring MCP real-time interaction, RAG-enhanced Q&A, and Skill routing to minimize Token consumption.
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Deep Dives·3 min
Harness Engineering Explained: Building Stable and Efficient Work Systems for AI
Deep dive into Harness Engineering: how to build execution environments, toolchains, and feedback loops for AI. From Prompt Engineering to system-level engineering for stable AI production.
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Product Reviews·3 min
Claude 4.5 vs Gemini 3 Pro: A Comprehensive Coding Showdown
In-depth comparison of Claude 4.5 vs Gemini 3 Pro across five benchmarks including ARC-AGI-V2, SWE-Bench, and Terminal Bench 2.0, revealing their real coding and reasoning strengths.
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Product Reviews·3 min
Kimi K2.6 In-Depth Review: A Complete Breakdown of Its Coding and Agent Capabilities
In-depth review of Kimi K2.6's coding, Agent collaboration, and visual development capabilities. #1 open-source on SWE-Bench Pro, 300 parallel sub-agents, API priced at 1/3 of competitors.
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Tutorials·3 min
Claude Code + Skills: A Practical Guide to 10x AI-Driven Test Case Generation
Learn how Claude Code combined with Skills encapsulation enables AI-driven test case generation with 10x efficiency gains, from 33 to 400+ cases through encoded expert knowledge.
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Tutorials·3 min
Agent Loop Explained: Solving Code Refactoring Pain Points with the ReAct Pattern
Deep dive into Agent Loop, the core mechanism of AI coding tools. Learn how the ReAct pattern's reason-act-observe cycle enables autonomous multi-step code refactoring.
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Expert Opinions·3 min
Developer with 320K Subscribers: I'm Sick of the AI Hype!
Veteran developer ArjanCodes (320K subscribers) says he's sick of AI hype. He argues shipping fast isn't software development, coding is just the tip of the iceberg, responsibility can't be delegated to AI, and fundamentals remain a developer's core edge.
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Tutorials·3 min
Multi-Agent Automated Coding Framework: A Deep Dive into Zero-Intervention Project Delivery
Deep dive into a multi-Agent automated coding framework using file state machines, scheduler orchestration, and multi-agent collaboration to achieve fully automated development from requirements to delivery in 3.5 hours with zero intervention.
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Tutorials·3 min
Build AI Apps Without Code: A Practical Guide to Rapid Development with No-Code Platforms
Learn how to build AI apps with no-code platforms: visual UI building, LLM integration, data management, and payment monetization—no programming required.
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