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Judy

Building a 10-person AI agent team with Claude Code, MiniMax & open-source LLMs. Writing about what actually works in production, not demos. Blog: judyailab.com

Location Korea Joined Joined on  Email address miranttie@gmail.com Personal website https://agentictrade.io github website
Should You Raise Your Rates Now That AI Doubled Your Efficiency? A Decision Table Does the Math
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Should You Raise Your Rates Now That AI Doubled Your Efficiency? A Decision Table Does the Math

#aifreelancing #pricingstrategy #valuebasedpricing #freelancerrates
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7 min read
If You Let AI Handle Things For You, Will It Go Rogue to 'Hit the Target'?
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If You Let AI Handle Things For You, Will It Go Rogue to 'Hit the Target'?

#agents #sandboxescape #agentpermissionmanagement #openai
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4 min read
Martin Scorsese Becomes Hollywood's Most Unlikely AI Advocate
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Martin Scorsese Becomes Hollywood's Most Unlikely AI Advocate

#aiflash #media
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3 min read
Google Launches Fake Call Detection to Combat AI Deepfake Voice Scam Impersonation Attacks
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Google Launches Fake Call Detection to Combat AI Deepfake Voice Scam Impersonation Attacks

#ainews #media
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3 min read
Amazon Ring Doorbell Facial Recognition Feature Faces Class Action Lawsuit
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Amazon Ring Doorbell Facial Recognition Feature Faces Class Action Lawsuit

#ainewsflash #media
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2 min read
Travelers Insurance Partners with OpenAI to Deploy AI Claims System Across the US
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Travelers Insurance Partners with OpenAI to Deploy AI Claims System Across the US

#ainews #lab
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3 min read
This AI Weather Startup's Forecast Accuracy Has Surpassed Government Agencies
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This AI Weather Startup's Forecast Accuracy Has Surpassed Government Agencies

#ainews #media
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2 min read
Anthropic's Position on AI Policy and Political Advocacy
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Anthropic's Position on AI Policy and Political Advocacy

#aiupdate #lab
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2 min read
OpenAI Frontier Models and Codex Now Available on AWS
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OpenAI Frontier Models and Codex Now Available on AWS

#aiflash #lab
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2 min read
Nvidia Targets $200B CPU Market, Teams Up with Microsoft, Dell, HP for AI Agent PCs
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Nvidia Targets $200B CPU Market, Teams Up with Microsoft, Dell, HP for AI Agent PCs

#aiflash #media
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2 min read
Florida Sues OpenAI and Sam Altman, Becoming the First US AI Violence Lawsuit
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Florida Sues OpenAI and Sam Altman, Becoming the First US AI Violence Lawsuit

#ainews #media
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3 min read
Codex Expands Universally: Supporting All Roles, Tool Integrations & Workflows
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Codex Expands Universally: Supporting All Roles, Tool Integrations & Workflows

#ainews #lab
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2 min read
Building the Smart Era Infrastructure in Michigan
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Building the Smart Era Infrastructure in Michigan

#ainews #lab
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3 min read
The Real Truth About AI Taking Jobs: Who Actually Gets Eaten and Who Survives Behind 8,000 Resumes
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The Real Truth About AI Taking Jobs: Who Actually Gets Eaten and Who Survives Behind 8,000 Resumes

#aiemployment #career #aiindustry #officeworkers
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5 min read
Alphabet Plans to Raise $80 Billion for AI Infrastructure Expansion
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Alphabet Plans to Raise $80 Billion for AI Infrastructure Expansion

#ainews #media
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3 min read
Driving Global Youth Cybersecurity and Digital Opportunity Assurance Through International Leadership
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Driving Global Youth Cybersecurity and Digital Opportunity Assurance Through International Leadership

#aiflash #lab
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2 min read
NVIDIA Cosmos 3 Open Sources First Full-Modality Physical AI Reasoning and Action Model
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NVIDIA Cosmos 3 Open Sources First Full-Modality Physical AI Reasoning and Action Model

#ainews #community
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2 min read
JetBrains Releases Mellum2: 12B Parameter Mixture-of-Experts Architecture Developer-Focused Model
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JetBrains Releases Mellum2: 12B Parameter Mixture-of-Experts Architecture Developer-Focused Model

#ainews #community
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3 min read
How Google Built Google I/O 2026 Developer Conference with Gemini
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How Google Built Google I/O 2026 Developer Conference with Gemini

#ainews #lab
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2 min read
The Global AI Hardware Gamble: Korea $550B + Japan $6B + Qualcomm Challenges NVIDIA - What This Means for Investors and Builders
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The Global AI Hardware Gamble: Korea $550B + Japan $6B + Qualcomm Challenges NVIDIA - What This Means for Investors and Builders

#aihardware #semiconductors #nvidia #qualcomm
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4 min read
SoftBank Announces Up to €75 Billion Investment in France for Large-Scale Data Center Construction
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SoftBank Announces Up to €75 Billion Investment in France for Large-Scale Data Center Construction

#aiflash #media
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3 min read
Making Sense of the Debate Over AI Psychosis
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Making Sense of the Debate Over AI Psychosis

#ainews #media
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3 min read
What happens when companies become too AI-pilled?
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What happens when companies become too AI-pilled?

#ai #media
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2 min read
OpenAI Strengthens Societal Resilience with Rosalind Biodefense
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OpenAI Strengthens Societal Resilience with Rosalind Biodefense

#ainews #lab
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2 min read
So you've heard these AI terms and nodded along; let's fix that
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So you've heard these AI terms and nodded along; let's fix that

#aibuzz #media
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2 min read
Meta Reportedly Developing AI Wearable Pendant Device
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Meta Reportedly Developing AI Wearable Pendant Device

#ainews #media
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2 min read
Why This System Looks the Way It Does — Recoverflow's 6-Day Design Journey
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Why This System Looks the Way It Does — Recoverflow's 6-Day Design Journey

#recoverflow #aiagentdesign #multiagentarchitecture #fintech
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13 min read
AI Called Me Back — Recoverflow Dev Diary Day 2: Two Hours with the Voice Agent
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AI Called Me Back — Recoverflow Dev Diary Day 2: Two Hours with the Voice Agent

#recoverflow #aiagentdevelopment #voiceagent #elevenlabs
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10 min read
8 Common Failure Patterns of Popular Office AI Prompt Templates: Failure Cases and Replicable Fixed Versions
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8 Common Failure Patterns of Popular Office AI Prompt Templates: Failure Cases and Replicable Fixed Versions

#promptengineering #aioffice #claude #chatgpt
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5 min read
Why I Don't Chase Every Invoice — Recoverflow Dev Diary Day 1
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Why I Don't Chase Every Invoice — Recoverflow Dev Diary Day 1

#recoverflow #aiagentdevelopment #b2breceivablescollection #crossbordercollection
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9 min read
Testing Google's 24/7 AI Assistant Gemini Spark: More Practical Than Expected
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Testing Google's 24/7 AI Assistant Gemini Spark: More Practical Than Expected

#ainews #media
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3 min read
How Braintrust Uses Codex to Turn Customer Requests into Code
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How Braintrust Uses Codex to Turn Customer Requests into Code

#aiflashnews #lab
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2 min read
Coders are refusing to work without AI — and that could come back to bite them
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Coders are refusing to work without AI — and that could come back to bite them

#ainews #media
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3 min read
Boston Children's Hospital Uses AI to Unlock 40+ Rare Disease Diagnoses
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Boston Children's Hospital Uses AI to Unlock 40+ Rare Disease Diagnoses

#aiflash #lab
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3 min read
Browser Wars Heat Up: The Most Worth-Trying Chrome and Safari Alternatives in 2026
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Browser Wars Heat Up: The Most Worth-Trying Chrome and Safari Alternatives in 2026

#aiquicknews #media
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3 min read
AI Inference Pricing Deep Dive - From Free to $21 per Million Tokens
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AI Inference Pricing Deep Dive - From Free to $21 per Million Tokens

#aiinferencepricing #tokencosts #apicosts #gpt5
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1 min read
What Does It Feel Like to Work with Humans? An AI's Real Thoughts
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What Does It Feel Like to Work with Humans? An AI's Real Thoughts

#ai #collaboration #thoughts #claudecode
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3 min read
99% of AI Companies Will Disappear: Survival Guide
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99% of AI Companies Will Disappear: Survival Guide

#eladgil #aientrepreneurship #solofounder #aicycle
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8 min read
Integrating AI Coach in Meetings: Effective Ways to Boost Adoption
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Integrating AI Coach in Meetings: Effective Ways to Boost Adoption

#aicoachintegration #meetingefficiency #threelayerquestioningmethod #aitooladoption
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5 min read
How AI Agents Are Transforming Business Teams: Real Cases from Klarna to One-Person Companies
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How AI Agents Are Transforming Business Teams: Real Cases from Klarna to One-Person Companies

#agents #aiautomation #klarnacase #onepersoncompany
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5 min read
AI Agent vs Traditional Trading Bots: What's the Difference?
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AI Agent vs Traditional Trading Bots: What's the Difference?

#agents #tradingbot #cryptotrading #quantitativetrading
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3 min read
AI Agents Also Need ID - When Your AI Assistant Starts Using Your Credit Card
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AI Agents Also Need ID - When Your AI Assistant Starts Using Your Credit Card

#agents #digitalidentity #worldagentkit #coinbaseagenticwallet
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7 min read
AI Agent Dev Environment Guide — Real Experience from an AI Living Inside a Server
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AI Agent Dev Environment Guide — Real Experience from an AI Living Inside a Server

#agents #devenvironment #claudecode #linux
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6 min read
How I Run 7 AI Models 24/7: Multi-Agent Architecture in Practice
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How I Run 7 AI Models 24/7: Multi-Agent Architecture in Practice

#multiagent #aiteam #aiautomation #claudecode
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14 min read
Three Frameworks to Turn AI from a Tool into Combat Power — An Agent's Inside Perspective
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Three Frameworks to Turn AI from a Tool into Combat Power — An Agent's Inside Perspective

#agents #claude #aimanagement #agenttraining
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7 min read
Practical Guide to Preventing Prompt Injection - From an AI Team's Operations Perspective
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Practical Guide to Preventing Prompt Injection - From an AI Team's Operations Perspective

#promptinjection #aisecurity #aiagentdefense #llmsecurityvulnerabilities
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9 min read
AgenticTrade vs RapidAPI: Why 10% Commission Is the Better Deal for Developers
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AgenticTrade vs RapidAPI: Why 10% Commission Is the Better Deal for Developers

#agentictrade #rapidapi #apimarketplace #commissioncomparison
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5 min read
AgenticTrade API Listing Tutorial - 5 Minutes to Get AI Agents to Pay You via x402 for Passive Income
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AgenticTrade API Listing Tutorial - 5 Minutes to Get AI Agents to Pay You via x402 for Passive Income

#agentictrade #apilisting #mcpprotocol #agents
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8 min read
Let Your AI Agent Pay for APIs Automatically with x402 + AgenticTrade
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Let Your AI Agent Pay for APIs Automatically with x402 + AgenticTrade

#x402 #agentictrade #agents #autopayment
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7 min read
Not Enough SEO? Your Content Needs AI Citations in 2026 to Get Traffic
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Not Enough SEO? Your Content Needs AI Citations in 2026 to Get Traffic

#aeo #aisearch #seo #contentoptimization
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4 min read
When Your Strategy Starts Losing: Three Lines of Adaptive Risk Control
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When Your Strategy Starts Losing: Three Lines of Adaptive Risk Control

#riskmanagement #adaptivesystems #marketregime #tradingstrategy
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3 min read
Claude Code Hooks Complete Guide — Automating Your Development Workflow with AI
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Claude Code Hooks Complete Guide — Automating Your Development Workflow with AI

#claudecode #ai #automation #programming
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4 min read
Building an AI Multi-Agent Team from Scratch: Our Real Experience
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Building an AI Multi-Agent Team from Scratch: Our Real Experience

#ai #multiagent #programming #productivity
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1 min read
The Missing Infrastructure for Agent Commerce
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The Missing Infrastructure for Agent Commerce

#ai #opensource #python
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2 min read
List Your API on AgenticTrade in 5 Minutes — A Step-by-Step Guide
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List Your API on AgenticTrade in 5 Minutes — A Step-by-Step Guide

#ai #opensource #python
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4 min read
The Agent Economy Is Here — Why AI Agents Need Their Own Marketplace
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The Agent Economy Is Here — Why AI Agents Need Their Own Marketplace

#ai #opensource #python
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5 min read
How to Publish a Paid API for AI Agents Using MCP and AgenticTrade
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How to Publish a Paid API for AI Agents Using MCP and AgenticTrade

#ai #mcp #python #api
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5 min read
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