# ITER

Claude Code Hidden Configurations Fully Explained: From Chat Assistant to Semi-Automated Programming Workflow

Explore Claude Code's source code to unlock hidden configurations like Hooks, Agents, Permissions, and Memories. Transform your AI assistant into a customizable semi-automated development workflow.

Cursor 3.0 Deep Dive: The AI Agent Com…

Cursor 3.0 Deep Dive: The AI Agent Command Center Rewritten in Rust

Cursor 3.0 abandons VS Code entirely, rewritten from scratch in Rust as an AI agent management platform. Deep dive into its three evolutions, Composer 2 controversy, parallel agent orchestration, and the paradigm shift from assisted to autonomous coding.

Windsurf Integrates Claude Opus 4.7 Fast Mode with 2.5x Speed Boost

Tech Frontiers

2026年5月30日·1 min

Windsurf Integrates Claude Opus 4.7 Fast Mode with 2.5x Speed Boost

Windsurf integrates Claude Opus 4.7 fast mode with 2.5x speed boost while retaining full intelligence. Analysis of its impact on developer productivity and AI coding tool competition.

Research

Agent Loops in Practice: Transforming Token Output into Productivity from CUDA Kernels to Automated Research

Deep dive into how the Humanize framework transforms LLM tokens into engineering productivity via Agent Loops. Covers KDA winning CUDA kernel contests, virtual hardware optimization, and 50% research cost reduction.

SGLang v0.5.12.post1 Released: DeepSeek V4 Stability Fixes and Blackwell Adaptation

Tech Frontiers

SGLang v0.5.12.post1 Released: DeepSeek V4 Stability Fixes and Blackwell Adaptation

SGLang v0.5.12.post1 stability patch details: 12 critical fixes covering DeepSeek V4 garbled text and crashes, NIXL PD disaggregated inference logic, Blackwell B300 adaptation, and cold start optimization.

AMD MI355X Beats B200: Full-Stack Optimization Breakdown for 5% Lower TCO on DeepSeek-R1 Inference

Industry Insights

AMD MI355X Beats B200: Full-Stack Optimization Breakdown for 5% Lower TCO on DeepSeek-R1 Inference

AMD Instinct MI355X achieves 5% lower TCO than NVIDIA B200 on DeepSeek-R1 disaggregated inference via SGLang+MoRI full-stack optimization with 1.25x per-GPU throughput.

SGLang Hosts Agent Loops Office Hour, Focusing on Agentic Loop Architecture Optimization

Tech Frontiers

2026年5月30日·1 min

SGLang Hosts Agent Loops Office Hour, Focusing on Agentic Loop Architecture Optimization

SGLang team hosts an Agent Loops Office Hour exploring inference optimization for agentic loops, covering KV Cache reuse, low-latency multi-turn dialogue, and tool calling techniques.

Deep Comparison of o1, o1 pro, and o3-…

Deep Comparison of o1, o1 pro, and o3-mini-high Coding Capabilities: A Deep Research Analysis

Deep Research comparison of OpenAI o1, o1 pro, and o3-mini-high coding capabilities, covering code quality, optimization, error rates, and debugging with benchmarks and real-world cases.

Llama 3.3 70B In-Depth Review: Testing…

Llama 3.3 70B In-Depth Review: Testing the Strongest Open-Source LLM with 13 Questions

Meta releases Llama 3.3 70B open-source model with just 70B parameters rivaling 405B performance. Tested on 13 logic, math, and coding questions, it passed 12 — reshaping the open-source model landscape.

Real-World Coding Test of 13 Top AI Mo…

Real-World Coding Test of 13 Top AI Models: Who Is the Best Programming Assistant?

Benchmark of 13 top AI models including GPT-4.1, Claude 3.7 Sonnet, and Gemini 2.5 Pro on coding ability, scored across 8 dimensions using the same high-difficulty algorithm problem.

Orchestrating AI Agents as State Machi…

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.

Industry Insights

Six Foundational Upgrades to Claude Co…

Six Foundational Upgrades to Claude Code: AI Programming Moves from Lab to Industrial Scale

Anthropic's largest-ever foundational upgrade to Claude Code fixes six critical issues at once—terminal flickering, thinking freezes, cryptic errors, context deadlocks, unstable connections, and session crashes—shifting AI coding competition to the infrastructure layer.

BMad-Method: Building an AI Agile Deve…

BMad-Method: Building an AI Agile Development Team with a Multi-Agent Framework

Deep dive into BMad-Method, an open-source multi-agent framework simulating a full agile team—from business analysis to QA—supporting Claude Code, Cursor, and more.

AI Tool Rankings for Solo Businesses: …

AI Tool Rankings for Solo Businesses: Top Picks, Alternatives & Open-Source Options Across 7 Categories

A complete AI tool matrix for solo businesses across 7 categories—Text, Image, Video, Audio, Digital Avatars, Coding & Agents—with top picks, alternatives, and open-source options.

Unified Management Tool for Claude Cod…

Unified Management Tool for Claude Code and Codex: One-Click Multi-AI Programming Environment Setup

A deep dive into the unified management client for Claude Code and Codex, solving pain points like tedious configuration, high switching costs, and fragmented management with one-click setup and usage monitoring.

Indie Game AI in Practice: Building a …

Indie Game AI in Practice: Building a Slime Combat System with Soul

A detailed breakdown of building a complete slime combat AI for indie games, covering FSM architecture, multi-attack modules, group AI pursuit mechanics, and animation synchronization.

ABCoder in Practice: A Demonstration o…

ABCoder in Practice: A Demonstration of Solving AI Code Hallucination

A practical comparison using Hertz framework SSE services shows how ABCoder uses MCP protocol to let AI models consult real source code, solving LLM code hallucination problems.

Coze Workflow for Auto-Generating Emot…

Coze Workflow for Auto-Generating Emotional Short Videos: A Zero-Code Tutorial

A detailed breakdown of automating emotional short video production with Coze workflows — from script generation and TTS to CapCut draft packaging, all zero-code.