#ITER
1455 related articles
·3 min
Deploying a Multimodal AI Agent Locally on a 3080Ti: VRAM Management and a Deep Dive into All Five Modules
A detailed guide to deploying a multimodal AI Agent on a 3080Ti with 12GB VRAM, covering LLM, STT, TTS, image and video generation module selection, dynamic VRAM loading, and real-world performance.
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·3 min
DeepSWE Benchmark Reveals the Truth: GPT 5.5 Leads Opus 4.7 by a Wide Margin
DeepSWE long-horizon benchmark shows GPT 5.5 leads Opus 4.7 by 15+ points with 70% pass rate at one-third the cost. Deep dive into contamination-free testing and AI coding implications.
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·2 min
Harness: An Open-Source Framework That Generates Multi-Agent Teams from a Single Sentence
Harness is a 4.6K-star open-source multi-Agent framework that auto-generates AI teams from a single sentence, with six built-in collaboration architectures.
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·3 min
Codex vs Cursor vs Claude Code: A Hands-On Comparison — Which One Should You Choose?
In-depth comparison of Codex, Cursor, and Claude Code — pricing, stability, and capabilities. With Codex's standalone APP now live, which tool is best for frontend vs backend? Find your ideal pick.
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·4 min
Developing Figma Plugins with Codex: A Zero-Code Guide for Designers
Learn how to build Figma plugins with OpenAI Codex — no coding required. Covers project setup, quota management, Plan Mode, hands-on development, and publishing tips for designers.
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·3 min
Codex APP In-Depth Review: Head-to-Head Comparison with Claude Code and Tool Selection Guide
In-depth comparison of Codex APP vs Claude Code across pricing, stability, and capabilities. Codex for frontend, Claude Code for backend, plus selection guide for all three AI coding tools.
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·4 min
Auto-Editing Videos with Codex: A Complete Step-by-Step Workflow from Zero to One
Complete breakdown of using OpenAI Codex with HyperFrance plugin to auto-edit videos, covering plugin setup, prompts, storyboarding, style selection, 5 iterations, and Skills documentation.
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·3 min
Beginner's Guide to Agent Skills: Structure Breakdown & Custom AI Skill Development
A deep dive into Agent Skill's core concepts and internal structure, covering skill.md, references, scripts, and assets with a restaurant poster Skill example.
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·4 min
Complete Guide to Commercial AI Agent Development: From Requirements Analysis to Production Deployment
Complete guide to commercial AI agent development from scratch, covering requirements analysis, architecture design (ReAct framework, deep search, intent recognition), hands-on Coze platform implementation, workflow creation, and production deployment.
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·2 min
Struggling to Deploy AI Agents? Engineering Is the Key to Going from Demo to Product
57% of projects have deployed AI Agents, but 40% will be killed. This article analyzes the engineering methodology for taking AI Agents from Demo to enterprise product, covering the full process from requirements to deployment.
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·3 min
Complete Guide to Alibaba Cloud Website Architecture: The Full Request Path from DNS to Auto Scaling
A systematic guide to Alibaba Cloud website architecture covering DNS, CDN, WAF, CLB/ALB, ECS, Redis, NAS/OSS, and auto scaling along the full user request path.
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·3 min
Vibe Coding Beginner's Guide: A Complete Roadmap to Building Software with AI — No Coding Experience Required
Vibe Coding lets anyone build software using plain language instructions with AI. Learn what it is, when to use it, which tools to pick, and how to get started.
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·3 min
Beginner's Guide to Vibe Coding: Turn Ideas into Products with AI — No Coding Experience Required
Vibe Coding lets anyone build software products through natural language conversations with AI — no programming skills required. Learn the concept, top tools (Cursor, Claude Code, Codex), and how to get started.
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·3 min
Codex in Action: One Prompt, 47 Minutes, a Complete Algorithm Research Paper
Testing OpenAI Codex: one detailed prompt generates a complete algorithm paper in 47 minutes, including working code, figures, and LaTeX manuscript. Covers prompt design, quality assessment, and real submission experience.
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·2 min
Apple Opens WWDC26 Developer Survey: How to Participate and Share Your Feedback
Apple has opened the WWDC26 developer survey, inviting global developers to share feedback. Learn about the survey's background, this year's AI highlights, and how to participate.
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·3 min
AI Large Language Model Learning Roadmap: A Systematic Path from Zero to Project Implementation
A detailed AI LLM learning roadmap covering Transformer architecture, Prompt Engineering, RAG, Agent development, model fine-tuning & deployment, with enterprise project guides.
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·3 min
Getting Started with Claude Code: An AI Programming Tool Anyone Can Learn Quickly
A complete guide to Claude Code: installation, setup, natural language programming, CLAUDE.md configuration, real-world use cases, and pricing plans for beginners.
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·3 min
5 Ways to Deploy LLMs Locally: From Getting Started to Production
A complete guide to 5 local LLM deployment methods: LlamaCPP, Ollama, LM Studio, vLLM/SGLang, and MLX-LM — from personal dev to production environments.
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·1 min
Gemma 4 12B: Google's Open-Weight Model Runs Locally on Your Laptop
Google releases Gemma 4 12B, an open-weight model that runs locally on laptops. Learn about its performance, local deployment value, and the open-source LLM competitive landscape.
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·2 min
Non-Technical Founders Built a $50K/Month SaaS Product Using AI Tools
Two non-coders built Shipper to $50K MRR in 6 months using AI tools. Learn their reverse-engineering, zero-free-tier, and viral growth playbook for indie developers.
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