#TTFT
76 related articles
Product Reviews·6 min
One API: An Open-Source API Gateway Managing 30+ LLMs Through a Single Interface
One API is an open-source LLM API gateway that unifies 30+ LLM providers including OpenAI, Claude, Gemini, and DeepSeek through an OpenAI-compatible interface. Features Key management, quota control, load balancing, and one-command Docker deployment. 32k+ GitHub Stars.
Read more →
Tech Frontiers·2 min
Mercury 2 Hands-On Review: The Fastest Inference LLM Powered by Diffusion Models — A Complete Game Generated in 18 Seconds
Hands-on review of Inception Labs' Mercury 2 diffusion model, benchmarked against Claude Haiku, Gemini Flash and more across code generation, structured reasoning, and long-range planning at 1000+ tokens/sec.
Read more →
Tutorials·2 min
SiliconFlow Free Token Tutorial: Connect Claude Code to Chinese LLMs
SiliconFlow offers 16 RMB free credits on signup, supporting DeepSeek, Qwen, Kimi APIs. Complete guide from registration to Claude Code integration via CitySwitch.
Read more →
Tech Frontiers·1 min
Gemini 3.5 Flash Released: How Google Balances AI Model Speed and Capability
Google releases Gemini 3.5 Flash, optimizing the balance between speed and capability. Analysis of Flash series evolution, comparisons with GPT-4o mini, and practical value for developers.
Read more →
Deep Dives·2 min
How Fast Is 10 Tokens Per Second from an LLM? An Open-Source Tool for Visualizing Token Generation Speed
An open-source tool lets you visualize LLM token generation speeds from 5-800 TPS, helping developers make rational choices about model selection and inference optimization.
Read more →
Tech Frontiers·3 min
GPT Image 2 Generates APP Interfaces from Scratch — A Paradigm Revolution in AI Front-End Development
GPT Image 2 generates flawless text and photorealistic APP interfaces from scratch. Combined with Codex, AI front-end development enters a paradigm revolution. Coverage includes Amap's ABOT, LLM interpretability breakthroughs, and Huang's TPU rebuttal.
Read more →
Product Reviews·5 min
DeepClaude Open Source Analysis: DeepSeek + Claude Dual-Model Collaborative Code Generation
Deep dive into DeepClaude, a 2800+ Star open source project combining DeepSeek R1 reasoning with Claude 3.7 Sonnet code generation for superior AI output.
Read more →
Product Reviews·3 min
VS Code AI Toolkit 2.0 Deep Dive: Agent Builder + Free Access to GPT-5
Deep dive into VS Code AI Toolkit 2.0 major update, covering Agent Builder, MCP tool integration, batch testing, model evaluation, and a complete guide to using GPT-5 and Claude for free via GitHub Models.
Read more →
Tutorials·3 min
LangChain 1.3 Event Stream in Practice: Real-Time Agent Monitoring from 4 Perspectives
Master LangChain 1.3 Event Stream V3 with 4 monitoring perspectives: run.messages, tool_cause, and more for real-time Agent debugging, streaming output, tool tracking, and token cost control.
Read more →
Tech Frontiers·2 min
LLM 0.32 Refactoring Deep Dive: Message Sequence Input and Streaming Multi-Type Response Design
Deep dive into LLM 0.32 alpha's two core refactorings: message sequence API aligned with OpenAI format, stream_events for typed streaming responses, serialization design, and backward compatibility.
Read more →
Tutorials·3 min
AI Project Evaluation Framework: A Practical Guide to 5 Levels and 30 Key Metrics
A battle-tested AI project evaluation framework covering 5 levels and 30 core metrics—model quality, UX, system efficiency, business value, and data loops—to scientifically assess LLM Agent performance.
Read more →
Product Reviews·3 min
LiteLLM: A Deep Dive into the Open-Source Gateway for 100+ LLM APIs
Deep dive into LiteLLM, the open-source AI gateway supporting 100+ LLM APIs with a unified OpenAI format. Covers core features, usage modes, and enterprise use cases.
Read more →
Product Reviews·3 min
Bailing: Open-Source Voice Assistant with 800ms Low Latency, Rivaling GPT-4o Conversation Experience
Bailing is an open-source voice assistant using ASR+LLM+TTS architecture with DeepSeek R1 integration, achieving 800ms end-to-end latency with barge-in support, running smoothly on Mac and low-spec devices.
Read more →
Deep Dives·2 min
EverClaw Deep Dive: A Decentralized Platform for Earning Permanent AI Inference by Staking MOR Tokens
Deep dive into EverClaw, a decentralized AI inference platform built on Morpheus AI. Stake MOR tokens to access 10+ models including Kimi K2.5 for perpetual inference powering OpenClaw agents.
Read more →
Tech Frontiers·3 min
LLM 0.32 Refactoring Explained: How Message Sequences and Streaming Chunks Are Reshaping This Python LLM Library
Simon Willison releases LLM library 0.32 alpha with message sequences and typed streaming chunks, replacing the old text-in-text-out model to fully support multi-turn dialogue, multimodal output, and tool calling.
Read more →
Tech Frontiers·3 min
LLM 0.32 Refactoring Explained: Message Sequence API and Typed Streaming Responses
Deep dive into Simon Willison's LLM Python library 0.32 refactoring: new message sequence API, typed streaming responses, and universal serialization for multimodal AI and tool calling.
Read more →