# SSE

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.

OpenAI Codex Now Fully Supports Windows Development Workflows: A Deep Dive into Computer Use Capabilities

OpenAI Codex Now Fully Supports Windows Development Workflows: A Deep Dive into Computer Use Capabilities

OpenAI Codex adds Windows Computer Use capabilities, enabling direct testing, debugging, and code review in Windows environments. ChatGPT mobile also supports remote Windows machine connections.

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

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.

Tutorial: Deploying a PD-Disaggregated SGLang Multi-Node Inference Cluster on AMD GPUs

Tutorial: Deploying a PD-Disaggregated SGLang Multi-Node Inference Cluster on AMD GPUs

Learn how to deploy a PD-disaggregated SGLang inference cluster on AMD GPUs using a single config file, boosting LLM throughput and latency performance.

Step 3.7 Flash: Deep Dive into the 198B Sparse MoE Multimodal Model

Step 3.7 Flash: Deep Dive into the 198B Sparse MoE Multimodal Model

Deep dive into StepFun AI's Step 3.7 Flash, a 198B sparse MoE vision-language model with 256K context and 3-level reasoning, excelling in multimodal understanding, AI coding, and Agent tool orchestration.

LFM2.5-8B-A1B: A MoE Model with 1.5B Active Parameters Delivering 4x Its Weight Class Performance

LFM2.5-8B-A1B: A MoE Model with 1.5B Active Parameters Delivering 4x Its Weight Class Performance

Liquid AI releases LFM2.5-8B-A1B, a MoE model with 8B total params but only 1.5B active, matching 6B-class models in tool calling. Supports 128K context, local deployment, multilingual, with SGLang Day-0 support.

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.

Cloudflare Contributes Critical KV Cache and Mooncake Fixes to SGLang

2026年5月30日·1 min

Cloudflare Contributes Critical KV Cache and Mooncake Fixes to SGLang

Cloudflare contributes decode KV cache offload and Mooncake recovery fixes to SGLang, resolving garbled output under high concurrency for Kimi K2.6 and enabling automatic fault recovery in distributed inference.

O3 vs Gemini 2.5 Pro vs Claude 3.7: Re…

O3 vs Gemini 2.5 Pro vs Claude 3.7: Real-World AI Coding Ability Comparison

Real-world comparison of O3, Gemini 2.5 Pro, and Claude 3.7 coding abilities through snake battles, RL training, solar system simulation, and soccer game tasks.

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.

API Aggregation Proxy Platforms Tested…

API Aggregation Proxy Platforms Tested: One Interface to Call 100+ AI Models

Hands-on testing of an API aggregation proxy platform's model calling capabilities, including GPT-Image2 image generation, cost analysis, and coverage of 100+ models like Claude and Gemini.

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.

Augment Remote Agent Hands-On: Running…

Augment Remote Agent Hands-On: Running 10 Cloud AI Agents in Parallel for Programming

Hands-on review of Augment Remote Agent: 10 cloud AI Agents coding in parallel, covering bug fixes, PR generation, documentation, and more with detailed workflows and real-world examples.

Claude Code Source Code Study Guide: E…