#Loops
242 related articles
GPT-5.4 Powers a Drug Chemistry Projec…
·3 min
GPT-5.4 Powers a Drug Chemistry Project: A Complete Closed Loop from Literature Review to Experimental Validation
GPT-5.4 teams with Maria AI and automated labs to complete a full drug chemistry closed loop—from literature review and hypothesis generation to experimental validation.
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Claude Code Source Leak Revealed: The 5-Step AI Coding Agent Mechanism & Practical Pitfall Guide
Deep dive into Claude Code's leaked source revealing the 5-step AI coding Agent mechanism: progressive disclosure, precise indexing, surgical edits, auto-verification & graceful termination.
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Interview with Claude Code Lead: AI Programming ROI Mindset, Loops, and the Evolving Role of Engineers
Claude Code lead Boris Cherny shares insights on 100% AI coding, ROI thinking frameworks, Loops automation, Fable model capabilities, and how engineers are shifting from coding to product intuition and system design.
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Deep Dive into Pi Coding Agent: Why One Developer Abandoned Mainstream AI Tools to Build from Scratch
Veteran developer Mario Zechner dissects flaws in Cloud Code, OpenCode, and Cursor, then builds Pi — a minimalist coding Agent with just four tools and deep extensibility.
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KV Cache Saves 20x on Costs: The Underlying Principles and Practical Tips for LLM Inference Optimization
Deep dive into how KV Cache reduces LLM API costs by 20x. From Transformer attention matrix multiplication overhead to prompt caching best practices, understand the fundamentals of AI inference cost optimization.
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Karpathy's Advanced Claude Code Methodology: Building a Self-Evolving AI Work Environment
Karpathy's Claude Code methodology: build a self-evolving AI environment using CLAUDE.md, knowledge bases, Skills, and Hook guardrails for compounding efficiency.
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Vibe Coding in Practice: Three Strategies for Building an English Learning Game with Dramatically Different Results
Three controlled experiments compare pure Prompt, pre-prepared assets, and Godot engine strategies for Vibe Coding an English learning game — revealing dramatic differences in quality and Token cost.
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Codex and Claude Code Dual-Engine: A Practical Guide to AI-Powered Engineering
A deep dive into AI engineering with Codex and Claude Code: Vibe Coding limitations, Chinese LLM rankings, Skill-driven development, and enterprise project practices.
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A Beginner's Guide to Vibe Coding: The New Way to Build Software with AI — No Coding Required
What is Vibe Coding? Learn the core philosophy, three key traits, and boundaries of this AI-powered approach. Get a complete beginner's learning path with tools like Cursor and Bolt.new.
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AI Agent Loops in Practice: Four PRs Auto-Merged While I Slept
From manual AI prompting to building automated loops — let Agents prompt, review, and merge code themselves. A real-world case: one message triggers four PRs auto-reviewed and merged overnight.
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India Bans Telegram: VPN Downloads Surge as Users Flock to Alternative Apps
India's Telegram ban triggers a surge in VPN downloads as users migrate to Signal, WhatsApp, and other alternatives, sparking global debate on internet freedom vs. content governance.
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Stop Writing Prompts by Hand: Let AI Agents Prompt Themselves
Deep dive into the AI coding paradigm shift: from hand-crafted prompts to self-prompting agent loops. Learn how agent self-review and proactive context fetching enable scalable, high-quality AI coding.
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A Practical Guide to Loop Engineering: Pain Points and Solutions in Automated AI Coding Workflows
Deep dive into Loop Engineering: core mechanisms, three major pain points (reliability, cost, context bloat), and Harness workflow solutions including mixed model strategies and Human in the Loop.
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Harness AI Engineering Programming: A Practical Guide for Enterprise-Level Project Implementation
A deep dive into Harness AI engineering programming, covering SDD, Agentic Scale development, and practical solutions for enterprise AI coding challenges.
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Codex vs Claude Code in Practice: A Complete Guide to AI-Engineered Programming for Enterprise Projects
In-depth comparison of Codex and Claude Code for enterprise AI development, covering Vibe Coding limitations, multi-Agent workflows, OpenRouter platform architecture, and programmer learning paths.
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Pi: A Lightweight AI Coding Agent Framework — Setup & Hands-On Guide
A deep dive into Pi, a minimalist AI coding Agent framework covering multi-model support, extensions, skill loading, and hands-on custom extension building with model mixing strategies.
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·4 min
Loop Engineering from Beginner to Expert: A Complete Guide to Agent Loop Development
A deep dive into Loop Engineering covering Agent Loop workflows, code implementation (While loops and Graph patterns), and how it differs from Prompt Engineering.
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Coze Workflow Development Tutorial: A Complete Guide to Building AI Apps with Zero Code
Complete guide to Coze workflow development covering Agent building, node orchestration, plugin systems, API integration, and a Coze vs Dify comparison.
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Building Tetris with Zero Coding Using Trae: A Complete AI Programming Walkthrough
A complete walkthrough of building Tetris from scratch using Trae AI IDE with zero coding, covering 4 rounds of iterative AI dialogue, bug fixes, and practical tips for AI-assisted programming.
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DeepSeek Forms Harness Team: AI Coding Competition Enters the Second Half
DeepSeek forms a dedicated Harness team to rival Claude Code. Analysis of the four-layer architecture, three core advantages, and 40x cost edge driving AI competition from model wars to engineering deployment.
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