25 related articles
Expert OpinionsReplit CEO Amjad Massad on AI coding models hitting a ceiling, competition shifting to product engineering, SaaS being replaced by AI Agents, the death of the IDE, and multi-model orchestration.
TutorialsLearn how to self-host an API proxy using the open-source iClient 2 API project, converting free Claude, GPT, and Gemini client quotas into OpenAI-compatible endpoints via Docker deployment.
Industry InsightsDeep analysis of free AI tool traffic-funneling scams on Bilibili, exposing tactics from fake public welfare personas to victim narratives and private domain conversion, with practical risk prevention tips.
Product ReviewsLinCTX is a Rust-based open-source tool that uses smart compression and caching to cut 60%-99% of token costs for AI coding assistants like Cursor and Claude Code.
TutorialsA complete breakdown of AI Agent development: 3 agent types (autonomous, collaborative, orchestration-based), 8 core mechanisms, a 5-stage learning path, and framework selection guidance.
TutorialsDeep analysis of Prompt Engineering core methodology: from LLM principles to the three key principles of specific, rich, and unambiguous prompts, plus programming advantages in the AI era.
Industry InsightsOpenAI's frontier models and Codex are now GA on Amazon Bedrock, letting enterprises leverage AWS security and compliance to access OpenAI capabilities. A deep dive into the multi-cloud AI impact.
TutorialsUsing oMLX with MTP and Qwen3.6 35B on Apple Silicon Mac to achieve 86.7 tokens/s local coding speed, building a full-stack app in under 5 minutes.
TutorialsLearn how to run Claude Code, Gemini CLI, and other AI CLI tools in Obsidian via the Terminal plugin for vault-wide awareness, note summarization, and more.
Tech FrontiersAnthropic's Claude Code source code leaked via Source Map files, exposing the million-token Capybara model, Opus 4.7/Sonnet 4.8, undercover mode, and hidden features like Buddy, Kairos, and Dream.
Claude Code in Practice: Building a Yo…
Learn how to build a YouTube comment analysis SaaS with Claude Code for just $3.06 — covering environment setup, CLAUDE.md, prompt techniques, and screenshot-driven UI design.
AI Weekly: Claude Code Review, Gemma 4…
Weekly AI roundup: Anthropic launches Claude Code review, Google Gemma 4 leaks with MoE architecture, DeepSeek V4 delayed again, Microsoft Copilot Cowork reshapes collaboration, and OpenAI acquires PromptFool.
Kiro Stops Providing Claude Model Serv…
Kiro officially stops providing Claude models and Auto Agent to Chinese users. Learn about the impact, official alternatives, refund policies, and practical strategies for affected developers.
Tech FrontiersSGLang 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.
Claude Opus 4.8 Hands-On: What Can You…
Hands-on testing of Claude Opus 4.8's coding and creative abilities, including Mario game and Slay the Spire-style card game development, quota consumption, and real-world bug frequency.
Multi-Model Hot-Swap Architecture: Swi…
A complete guide to building a multi-model hot-swap architecture for production AI projects, covering abstraction layers, adapter patterns, visual configuration, and error-fixing workflows.
OpenCode: A Deep Dive into the Termina…
Deep dive into OpenCode, a terminal AI coding tool built with Go. Blazing-fast startup, multi-model support (Gemini, Claude), built-in Vim editor, and LSP integration. Compared with Claude Code and Aider.
Bolt DIY Setup Guide: Complete Guide t…
Complete guide to setting up Bolt DIY, the free open-source AI coding tool. From environment setup and free API integration to building and deploying high-performance websites at zero cost.
Dyad: A Free, Open-Source AI Full-Stac…
In-depth review of Dyad, an open-source AI full-stack builder. Supports local execution, multiple AI models, and component-level editing. A free, privacy-first alternative to Lovable and Bolt.new.
Deep DivesBased on Anthropic's engineering practices, a detailed three-step decision framework for single-agent vs multi-agent architecture: bottleneck identification, technical feasibility, and business value filtering.