# OpenAI inference speed

Sam Altman in Conversation with Garry Tan: How OpenAI and YC Are Co-Shaping the AI Startup Ecosystem

Sam Altman and YC President Garry Tan discuss the convergence of OpenAI's foundation models and YC's startup ecosystem, revealing key signals about the next phase of AI entrepreneurship.

Dify Agent Building Tutorial: Tool Calling & ESA Search Practical Guide

Dify Agent Building Tutorial: Tool Calling & ESA Search Practical Guide

Complete guide to building Dify Agents: Function Call tool calling, ESA search configuration, time awareness solutions, and 161 plugin tools for no-code AI agent development.

Dify AI Agent Tutorial: Tool Integration & ESA Search Configuration in Practice

May 13, 2026·4 min

Dify AI Agent Tutorial: Tool Integration & ESA Search Configuration in Practice

Complete guide to building AI Agents on Dify with zero code, covering tool integration, ESA search configuration, time awareness solutions, and Agent design best practices.

4-bit QLoRA Fine-tuning LLaMA 3 in Practice: A Guide to Training 8 Billion Parameter LLMs on Consumer GPUs

4-bit QLoRA Fine-tuning LLaMA 3 in Practice: A Guide to Training 8 Billion Parameter LLMs on Consumer GPUs

Learn how to fine-tune LLaMA 3 8B on consumer GPUs using QLoRA and Unsloth. Covers 4-bit quantization, LoRA adaptation, Alpaca data format, training pipeline setup, and model deployment—runs on RTX 3090.

AgentPay: A Deep Dive into the Decentralized Payment Marketplace for Autonomous AI Agent Transactions

Deep Dives

AgentPay: A Deep Dive into the Decentralized Payment Marketplace for Autonomous AI Agent Transactions

Deep dive into AgentPay, an open-source project enabling AI agents to autonomously provide DeFi optimization, smart contract auditing services and settle payments via stablecoins in a decentralized marketplace.

Cube Studio: A Comprehensive Analysis of Tencent's Open-Source Cloud-Native AI Platform

Cube Studio: A Comprehensive Analysis of Tencent's Open-Source Cloud-Native AI Platform

Deep dive into Tencent Music's open-source Cube Studio cloud-native AI platform, covering distributed training, LLM fine-tuning & inference, Pipeline orchestration, and domestic hardware adaptation.

GitHub 8K Stars: Deep Dive into the Most Comprehensive LLM Resource Repository

GitHub 8K Stars: Deep Dive into the Most Comprehensive LLM Resource Repository

Deep analysis of the GitHub project awesome-LLM-resources with 8,200+ Stars, covering multimodal AI, Agents, MCP protocol, model training, inference optimization, and coding assistants.

In the Vibe Coding Era, Why Do We Need RSS for Distributing Personal Apps?

Expert Opinions

May 13, 2026·4 min

In the Vibe Coding Era, Why Do We Need RSS for Distributing Personal Apps?

Vibe Coding makes building apps as easy as writing blog posts, but personal tools lack good distribution channels. This article explores using RSS as a lightweight app distribution protocol.

Unsloth: 80% VRAM Reduction — The Best Open-Source Tool for Local LLM Fine-Tuning

May 13, 2026·2 min

Unsloth: 80% VRAM Reduction — The Best Open-Source Tool for Local LLM Fine-Tuning

Unsloth is an open-source LLM training tool with 63K+ GitHub stars, supporting Gemma 4, Qwen 3, DeepSeek. Reduces VRAM by 50–80%, enabling RTX 4090 to fine-tune 7B models with a no-code Web UI.

Open WebUI: 130K-Star Open-Source AI Interface — Deployment Guide & Complete Feature Breakdown

Open WebUI: 130K-Star Open-Source AI Interface — Deployment Guide & Complete Feature Breakdown

Deep dive into Open WebUI, the 135K-star open-source AI interface covering Ollama integration, one-click Docker deployment, RAG document Q&A, multi-user management, and more.

awesome-LLM-resources: A Deep Dive into GitHub's 8K-Star Comprehensive LLM Learning Resource Repository

awesome-LLM-resources: A Deep Dive into GitHub's 8K-Star Comprehensive LLM Learning Resource Repository

Deep dive into awesome-LLM-resources, a GitHub 8K-star project covering multimodal AI, AI Agents, MCP protocol, model training/inference, and AI coding tools — a one-stop LLM learning guide.

LangGraph Multi-Agent Company Research Tool: A Practical Guide to Open-Source AI Due Diligence

LangGraph Multi-Agent Company Research Tool: A Practical Guide to Open-Source AI Due Diligence

Deep dive into the open-source company-research-agent: LangGraph multi-agent architecture + Tavily search + dual-LLM collaboration for automated company due diligence and competitive intelligence.

Codex Adds OpenAI Developers Plugin — Building AI Apps with AI Just Got Easier

May 13, 2026·2 min

Codex Adds OpenAI Developers Plugin — Building AI Apps with AI Just Got Easier

OpenAI Codex adds the Developers plugin, letting developers directly access OpenAI API docs and best practices to rapidly build AI Agents and smart apps.

Claude Code Domestic Alternative: Low-Cost Deployment and Six Core Architecture Components Explained

May 12, 2026·3 min

Claude Code Domestic Alternative: Low-Cost Deployment and Six Core Architecture Components Explained

Detailed guide on deploying Claude Code domestic alternatives via compatible API interfaces. Deep dive into six core systems: built-in tools, hierarchical memory, multi-Agent collaboration, and more.

Augment Launches Prism Smart Routing: Automatically Selects Optimal Models to Cut Costs by 30%

May 12, 2026·2 min

Augment Launches Prism Smart Routing: Automatically Selects Optimal Models to Cut Costs by 30%

Augment launches Prism, an intelligent model router that automatically assigns requests to the optimal AI model during multi-turn coding, matching frontier quality while cutting costs 20-30%.

Prompt Tuning Delivers 3-10% Efficiency Gains: The Hidden Dividend of Scaling Coding Agents

Research

May 12, 2026·2 min

Prompt Tuning Delivers 3-10% Efficiency Gains: The Hidden Dividend of Scaling Coding Agents

Prompt engineering optimizations for coding Agents reduce tool calls, lower output tokens, and improve completion speed by 3-10%—delivering significant cost savings and latency reduction at scale.

DeepSeek V3.2 Released: Proprietary Sparse Attention (DSA) + 50% API Price Cut Explained

May 12, 2026·2 min

DeepSeek V3.2 Released: Proprietary Sparse Attention (DSA) + 50% API Price Cut Explained

DeepSeek releases V3.2-Exp with proprietary DeepSeek Sparse Attention (DSA) for faster long-context training and inference, plus API prices cut over 50%.

Deep Dive into AGGO Framework: A New Go-Based Choice for Enterprise AI Agents

May 10, 2026·3 min

Deep Dive into AGGO Framework: A New Go-Based Choice for Enterprise AI Agents

Deep dive into AGGO—an enterprise AI Agent framework built with Go and CloudWeGo Eino, covering conversational AI, RAG, memory systems, and tool calling, with Go's performance advantages.

Lingque AI Agent Framework: A Self-Controlled Solution for Private Deployment