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Programming & AI eBooks Author: https://www.amazon.com/stores/Edgar-Milvus/author/B0G2BS9V5N or https://leanpub.com/u/edgarmilvus

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Senior Programmer and Book Author

Unlock the Power of Private AI: Build a Local RAG Pipeline with LangGraph, Ollama & Vector Databases
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Unlock the Power of Private AI: Build a Local RAG Pipeline with LangGraph, Ollama & Vector Databases

#javascript #typescript #ai #webdev
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5 min read

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Unlock Local AI: Generating Synthetic Data for Powerful Fine-Tuning
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Unlock Local AI: Generating Synthetic Data for Powerful Fine-Tuning

#javascript #typescript #ai #webdev
Comments
5 min read
Level Up Your LLM: From Prompting to Fine-Tuning for Real-World Results
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Level Up Your LLM: From Prompting to Fine-Tuning for Real-World Results

#javascript #typescript #ai #webdev
Comments 1
5 min read
Ollama & LangChain.js: Build Local, Powerful AI Apps
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Ollama & LangChain.js: Build Local, Powerful AI Apps

#javascript #typescript #ai #webdev
Comments
4 min read
Unlock Local AI: Ollama, Llamafile, and Building Responsive Apps
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Unlock Local AI: Ollama, Llamafile, and Building Responsive Apps

#javascript #typescript #ai #webdev
1
Comments
6 min read
Unlock AI on Your Laptop: A Deep Dive into Small Language Models (SLMs) – Phi-3, Gemma, and Llama 3
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Unlock AI on Your Laptop: A Deep Dive into Small Language Models (SLMs) – Phi-3, Gemma, and Llama 3

#javascript #typescript #ai #webdev
1
Comments
5 min read
Supercharge Your Web Apps: AI in the Background with Service Workers
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Supercharge Your Web Apps: AI in the Background with Service Workers

#javascript #typescript #ai #webdev
1
Comments
7 min read
Supercharge Your Web Apps: Hardware Acceleration with WebGPU and WebAssembly
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Supercharge Your Web Apps: Hardware Acceleration with WebGPU and WebAssembly

#javascript #typescript #ai #webdev
1
Comments
5 min read
Run AI Models in Your Browser: The Ultimate Guide to Transformers.js
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Run AI Models in Your Browser: The Ultimate Guide to Transformers.js

#javascript #typescript #ai #webdev
1
Comments
4 min read
Unlock AI on Your Device: Privacy, Speed, and the Rise of Local AI
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Unlock AI on Your Device: Privacy, Speed, and the Rise of Local AI

#javascript #typescript #ai #webdev
1
Comments
5 min read
Building an Autonomous Coding Assistant: A LangGraph.js Capstone Guide
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Building an Autonomous Coding Assistant: A LangGraph.js Capstone Guide

#javascript #typescript #ai #webdev
Comments
6 min read
Stop Waiting: How to Build "Instant" AI Agents with Optimistic UI
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Stop Waiting: How to Build "Instant" AI Agents with Optimistic UI

#javascript #typescript #ai #webdev
1
Comments
10 min read
Deploying LangGraph: From Local Prototype to Production-Ready Microservice
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Deploying LangGraph: From Local Prototype to Production-Ready Microservice

#javascript #typescript #ai #webdev
Comments
6 min read
Stop LLMs from Lying: Build Self-Correcting Agents with the Reflection Pattern
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Stop LLMs from Lying: Build Self-Correcting Agents with the Reflection Pattern

#javascript #typescript #ai #webdev
Comments
8 min read
Stop LLMs From Hallucinating: The Plan-and-Execute Pattern in LangGraph.js
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Stop LLMs From Hallucinating: The Plan-and-Execute Pattern in LangGraph.js

#javascript #typescript #ai #webdev
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10 min read
Shared State vs Isolated State: The Architectural Decision That Defines Your AI Agents
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Shared State vs Isolated State: The Architectural Decision That Defines Your AI Agents

#javascript #typescript #ai #webdev
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11 min read
Why Single Agents Fail: Building Scalable AI Teams with the Manager-Worker Pattern
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Why Single Agents Fail: Building Scalable AI Teams with the Manager-Worker Pattern

#javascript #typescript #ai #webdev
Comments
15 min read
Beyond Single Agents: How to Build Collaborative AI Workflows with LangGraph
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Beyond Single Agents: How to Build Collaborative AI Workflows with LangGraph

#javascript #typescript #ai #webdev
Comments
7 min read
The Supervisor Pattern: Stop Writing Monolithic Agents and Start Orchestrating Teams
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The Supervisor Pattern: Stop Writing Monolithic Agents and Start Orchestrating Teams

#javascript #typescript #ai #webdev
1
Comments
14 min read
The Nervous System of AI: Building Scalable Router Architectures in LangGraph.js
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The Nervous System of AI: Building Scalable Router Architectures in LangGraph.js

#javascript #typescript #ai #webdev
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14 min read
Stop Your LangGraph Agents from Being a Black Box: The Power of Streaming Events
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Stop Your LangGraph Agents from Being a Black Box: The Power of Streaming Events

#javascript #typescript #ai #webdev
Comments
7 min read
Master Time Travel Debugging in LangGraph.js: Rewind, Edit, and Replay Agent States
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Master Time Travel Debugging in LangGraph.js: Rewind, Edit, and Replay Agent States

#javascript #typescript #ai #webdev
1
Comments
10 min read
The Ultimate Guide to Human-in-the-Loop (HITL) AI Agents: Why Fully Autonomous Isn't Always Smart
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The Ultimate Guide to Human-in-the-Loop (HITL) AI Agents: Why Fully Autonomous Isn't Always Smart

#javascript #typescript #ai #webdev
2
Comments
13 min read
Unlocking AI Resilience: Mastering State Persistence with LangGraph and PostgreSQL
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Unlocking AI Resilience: Mastering State Persistence with LangGraph and PostgreSQL

#javascript #typescript #ai #webdev
3
Comments 2
6 min read
Mastering LangGraph's ToolNode: The Ultimate Bridge Between AI and the Real World
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Mastering LangGraph's ToolNode: The Ultimate Bridge Between AI and the Real World

#javascript #typescript #ai #webdev
Comments
10 min read
Stop Building Rigid AI: Master Conditional Edges to Build Real Decision Trees
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Stop Building Rigid AI: Master Conditional Edges to Build Real Decision Trees

#javascript #typescript #ai #webdev
2
Comments 1
7 min read
Stop Building Brittle Agents: Master the ReAct Pattern for Complex SaaS Tasks
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Stop Building Brittle Agents: Master the ReAct Pattern for Complex SaaS Tasks

#javascript #typescript #ai #webdev
Comments
6 min read
Unlocking LangGraph: Master Nodes, Edges, and State for Unstoppable AI Agents
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Unlocking LangGraph: Master Nodes, Edges, and State for Unstoppable AI Agents

#javascript #typescript #ai #webdev
1
Comments
6 min read
LangGraph.js Explained: Why Your Next AI Agent Needs a Graph, Not a Chain
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LangGraph.js Explained: Why Your Next AI Agent Needs a Graph, Not a Chain

#javascript #typescript #ai #webdev
1
Comments
5 min read
Why Linear AI Chains Are Dead: The Rise of Cyclical Agentic Loops
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Why Linear AI Chains Are Dead: The Rise of Cyclical Agentic Loops

#javascript #typescript #ai #webdev
1
Comments
11 min read
Building a Full-Stack AI SaaS: The Architecture of a High-Frequency Trading Floor
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Building a Full-Stack AI SaaS: The Architecture of a High-Frequency Trading Floor

#javascript #typescript #ai #webdev
1
Comments
18 min read
How to Build a Real-Time Talking Assistant with Next.js, Vercel AI SDK, and Web Speech API
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How to Build a Real-Time Talking Assistant with Next.js, Vercel AI SDK, and Web Speech API

#javascript #typescript #ai #webdev
Comments
6 min read
Voice AI Integration: From Silent Pixels to Conversational UI with Whisper
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Voice AI Integration: From Silent Pixels to Conversational UI with Whisper

#javascript #typescript #ai #webdev
Comments
8 min read
From Static Assets to Dynamic Synthesis: Mastering DALL-E 3 and Vercel AI SDK in Next.js
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From Static Assets to Dynamic Synthesis: Mastering DALL-E 3 and Vercel AI SDK in Next.js

#javascript #typescript #ai #webdev
Comments
6 min read
Unlocking Visual AI: How to Analyze Images with GPT-4o and React Server Components
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Unlocking Visual AI: How to Analyze Images with GPT-4o and React Server Components

#javascript #typescript #ai #webdev
Comments
8 min read
Stop Treating AI Like a Typewriter: The Ultimate Guide to File Uploads & Attachments in Chat
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Stop Treating AI Like a Typewriter: The Ultimate Guide to File Uploads & Attachments in Chat

#javascript #typescript #ai #webdev
1
Comments
10 min read
Stop Your AI App From Being Hacked: The Essential Guide to Endpoint Security
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Stop Your AI App From Being Hacked: The Essential Guide to Endpoint Security

#javascript #typescript #ai #webdev
Comments
6 min read
Generative UI: Building a Real-Time Weather & Stock Assistant with Streaming RSCs
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Generative UI: Building a Real-Time Weather & Stock Assistant with Streaming RSCs

#javascript #typescript #ai #webdev
Comments
7 min read
Client-Side vs. Server-Side Tools: The Ultimate Guide to Generative UI Architecture
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Client-Side vs. Server-Side Tools: The Ultimate Guide to Generative UI Architecture

#javascript #typescript #ai #webdev
Comments
14 min read
Why Your AI Tools Are Failing (And How Zod Fixes Them)
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Why Your AI Tools Are Failing (And How Zod Fixes Them)

#javascript #typescript #ai #webdev
Comments
6 min read
Beyond Text: How to Embed Interactive UI Components in AI Chat Streams
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Beyond Text: How to Embed Interactive UI Components in AI Chat Streams

#javascript #typescript #ai #webdev
Comments
9 min read
Stop the Spinners: How to Make AI Streams Feel Instant with Skeleton Loaders & Suspense
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Stop the Spinners: How to Make AI Streams Feel Instant with Skeleton Loaders & Suspense

#javascript #typescript #ai #webdev
Comments
7 min read
Why Jupyter Notebooks Are Killing the Traditional Python Script
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Why Jupyter Notebooks Are Killing the Traditional Python Script

#python #jupyternotebook #data #datascience
Comments
6 min read
Build Dynamic Dashboards with Natural Language: The Ultimate Guide to Generative UI
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Build Dynamic Dashboards with Natural Language: The Ultimate Guide to Generative UI

#javascript #typescript #ai #webdev
Comments
10 min read
The 'tool-call' Render Pattern: Turning Your AI from a Chatty Bot into a Doer
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The 'tool-call' Render Pattern: Turning Your AI from a Chatty Bot into a Doer

#javascript #typescript #ai #webdev
Comments
8 min read
Why Your C# AI Agents Will Fail in Production (And How to Fix It)
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Why Your C# AI Agents Will Fail in Production (And How to Fix It)

#csharp #ai #microservices
Comments
11 min read
Why Your AI Agent Will Fail Without Containerization (And How to Fix It)
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Why Your AI Agent Will Fail Without Containerization (And How to Fix It)

#csharp #ai #microservices
1
Comments
9 min read
Scaling AI Agents: Mastering Elasticity, State, and Throughput with C#
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Scaling AI Agents: Mastering Elasticity, State, and Throughput with C#

#csharp #ai #microservices
Comments
6 min read
Scaling AI Inference: Why Your Next .NET Microservice Needs Kubernetes and ONNX
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Scaling AI Inference: Why Your Next .NET Microservice Needs Kubernetes and ONNX

#csharp #ai #microservices
Comments
11 min read
From Monolith to Micro-Brain: Architecting Scalable AI Inference in .NET
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From Monolith to Micro-Brain: Architecting Scalable AI Inference in .NET

#csharp #ai #microservices
Comments
7 min read
Why Your Next AI Agent Should Be a Microservice (And How to Build It with C# & Docker)
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Why Your Next AI Agent Should Be a Microservice (And How to Build It with C# & Docker)

#csharp #ai #microservices
Comments
6 min read
Stop Treating AI Agents Like Monoliths: A Guide to Cloud-Native Containerization with C#
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Stop Treating AI Agents Like Monoliths: A Guide to Cloud-Native Containerization with C#

#csharp #ai #microservices
Comments
11 min read
Stop Streaming Plain Text: Unlock Interactive UIs with React Server Components
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Stop Streaming Plain Text: Unlock Interactive UIs with React Server Components

#javascript #typescript #ai #webdev
Comments
5 min read
Mastering Chat History & State in Next.js: The Ultimate Guide to Building Persistent AI Apps
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Mastering Chat History & State in Next.js: The Ultimate Guide to Building Persistent AI Apps

#javascript #typescript #ai #webdev
Comments
10 min read
Stop Making Users Wait: The Ultimate Guide to Streaming AI Responses
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Stop Making Users Wait: The Ultimate Guide to Streaming AI Responses

#javascript #typescript #ai #webdev
1
Comments 2
6 min read
Stop Parsing JSON: The Vercel AI SDK’s "AI Protocol" is Revolutionizing Generative UI
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Stop Parsing JSON: The Vercel AI SDK’s "AI Protocol" is Revolutionizing Generative UI

#javascript #typescript #ai #webdev
Comments
8 min read
Edge Runtime vs Node.js: The Latency & Limitations Guide for Generative UI
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Edge Runtime vs Node.js: The Latency & Limitations Guide for Generative UI

#javascript #typescript #ai #webdev
Comments
11 min read
Why Server Components Are the Secret Weapon for Generative UI
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Why Server Components Are the Secret Weapon for Generative UI

#javascript #typescript #ai #webdev
Comments
6 min read
Stop Using Frameworks Blindly: Build Your Own Python Web Server from Scratch
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Stop Using Frameworks Blindly: Build Your Own Python Web Server from Scratch

#python #ai #webdev #tutorial
Comments
5 min read
Mastering Google Gemini: How to Choose Between Speed and Power (and Save Your Budget)
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Mastering Google Gemini: How to Choose Between Speed and Power (and Save Your Budget)

#rag #gemini #python #google
Comments
7 min read
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