#streaming LLM backend
175 related articles
·4 min
Beyond Vibe Coding: A Complete Guide to Enterprise-Grade AI Engineering
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GitHub Daily · July 23: The Duet of Ru…
·3 min
GitHub Daily · July 23: The Duet of Rust's Dominance and the AI Agent Collaboration Paradigm
GitHub Trending July 23: block/buzz tops the chart with 3,252 stars, Rust dominates system tools, and AI Agents shift from tools to parallel collaborators.
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·7 min
From Chat to Agent Platform: A Practical Guide to Engineering AI Applications
A deep dive into engineering AI applications: from a simple chat page to a multi-layer Agent platform, covering RAG knowledge bases, Workflow scheduling, multi-model management, and run tracing.
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·6 min
30-Minute Hands-On: Building a Working AI Agent from Scratch
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·3 min
LangChain v1.3 Hands-On Tutorial: Deep Dive into Agents, RAG, and Local Model Deployment
Deep dive into LangChain v1.3: compare LangChain, LangGraph, and DeepAgent paradigms, explore RAG pipelines, multi-agent systems, and local LLM deployment for enterprise AI apps.
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·2 min
3-Month Roadmap to Becoming an AI/LLM Engineer: A Systematic Learning Guide
A 3-month structured roadmap for developers transitioning into AI/LLM engineering: Python & API basics, LangChain/FastAPI stack, and RAG/Agent projects.
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·2 min
GPT-Live Full-Duplex Voice Model: Listen While Speaking + Reasoning Delegation Architecture Explained
OpenAI's GPT-Live full-duplex voice model enables natural simultaneous conversation with a reasoning delegation architecture pairing real-time dialogue with GPT-5.5 deep reasoning. Now live for 150M users.
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·2 min
Claude Code with Open-Source Models: Why Cache Misses Happen and How to Fix Them
Why Claude Code cache misses occur with DeepSeek and MiniMax, how Prompt Cache and KV Cache work, and practical solutions including API proxy layers and stable prefix strategies to cut AI coding costs.
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AIRI: The Open-Source Self-Hosted AI C…
·2 min
AIRI: The Open-Source Self-Hosted AI Companion to Build Your Own Cyber Neuro-sama
AIRI (moeru-ai/airi) is an open-source, self-hosted AI companion with real-time voice chat, Minecraft/Factorio gameplay, and Web/macOS/Windows support. 42K+ GitHub stars.
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·3 min
LangGraph Production Template in Practice: A Complete Guide to Budget Control and Canary Routing
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·2 min
Cursor Pro Keeps Throwing Errors? A Deep Dive into AI Coding Tool Stability Issues
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·4 min
Microsoft Teams Collaborative AI Agents: The Three-Pillar Framework of Manners, Privacy, and Polish
Microsoft Build deep dive: how to deploy AI agents in Teams multi-user collaboration. A three-pillar framework—Manners, Privacy, Polish—covering emoji reactions, targeted messages, Adaptive Cards, and more for enterprise agent developers.
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GitHub Daily · July 19: The Dual Advan…
·3 min
GitHub Daily · July 19: The Dual Advance of Heterogeneous Inference and Agent Toolchains
GitHub Trending July 19: ktransformers tops the list with heterogeneous inference optimization, while jcode, cua, and AstrBot signal a maturing Agent ecosystem.
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·2 min
LangGraph Multi-Agent Architecture in Practice: From Core Components to Production Deployment
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·2 min
Forge: Adding Reliability Guardrails to Local Model Tool Calling
Forge is an open-source Python middleware for local models (Ollama, llama.cpp, vLLM) that boosts tool-calling reliability via three-layer guardrails: validation, rescue parsing, and retry.
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·3 min
Chrome Built-in AI in Action: Six APIs for Building a Smart Blog Editor
Deep dive into Chrome Built-in AI's six core APIs — Summarizer, Prompt API, Translator and more — applied to a real blog editor. Local, private, no server needed.
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·3 min
Complete Guide to Deploying LLMs Locally on RobotCore Mini: From Ollama Installation to Web Interface Setup
A complete guide to deploying LLMs locally on RobotCore Mini using Ollama — covering model pulling, CLI verification, Web backend setup, and LAN access.
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·3 min
Four Paths for Frontend Engineers to Level Up in AI: From RAG to Vertical Agents
How can frontend engineers transition into AI development? This guide covers four agent development directions: RAG, workflow agents, vertical agents, and general-purpose agents — with framework picks like LangChain.js.
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shadcn/helpers Open-Sourced: createCha…
·2 min
shadcn/helpers Open-Sourced: createChat Makes AI Component Testing More Efficient
shadcn open-sources @shadcn/helpers with createChat — a utility for AI SDK and TanStack AI that enables scripted conversations, tool calls, and deterministic testing.
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·2 min
The Truth Behind Claude API Spending Limits Failing: A Warning About 700% Budget Overruns
A user set a €2 spending limit but was charged €15 — 700% over. Learn why Claude API limits fail due to async billing delays and context costs, and how to protect yourself.
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