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weiwuji

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From Loop to Graph: Our 52-Day Agent Engineering Evolution
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From Loop to Graph: Our 52-Day Agent Engineering Evolution

#ai #agents #engineering #graph
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5 min read
Self-Improving Agents Are Not a Myth: A Complete Loop from Error-Ledger to Loop Engineering
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Self-Improving Agents Are Not a Myth: A Complete Loop from Error-Ledger to Loop Engineering

#ai
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4 min read
数智化转型实战·第三篇：从SOP到组织免疫力——让事故变成能力
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数智化转型实战·第三篇：从SOP到组织免疫力——让事故变成能力

#ai #agents #engineering #team
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9 min read
In Diagrams, Precision > Pretty: Why AI Technical Articles Use Code-Generated Images
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In Diagrams, Precision > Pretty: Why AI Technical Articles Use Code-Generated Images

#ai
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3 min read
The Choice Can't Stop at Tools: Agent Content Flywheel, Two Ways to Spin
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The Choice Can't Stop at Tools: Agent Content Flywheel, Two Ways to Spin

#ai
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3 min read
Practice = Technology x Scenario x Value: What Cognitive Monetization Means in the AI Era
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Practice = Technology x Scenario x Value: What Cognitive Monetization Means in the AI Era

#ai
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4 min read
DeepSeek Open-Sourced Its Harness: Everything Is a Plugin, But the Real Gap Is in the Details
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DeepSeek Open-Sourced Its Harness: Everything Is a Plugin, But the Real Gap Is in the Details

#ai #agents #harness #engineering
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5 min read
DeepSeek Open-Sourced Its Harness (Merged)
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DeepSeek Open-Sourced Its Harness (Merged)

#ai #agents #harness #engineering
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1 min read
From Documents to Mechanisms: Onboarding AI Agents with SOP + Checkpoints
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From Documents to Mechanisms: Onboarding AI Agents with SOP + Checkpoints

#ai #agents #engineering #team
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9 min read
"Stop Testing Final Answers: Trajectory Evals Are the Truth About Agent Quality"
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"Stop Testing Final Answers: Trajectory Evals Are the Truth About Agent Quality"

#ai #agents #evals #engineering
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5 min read
"DeepSeek-V4 Pro: Everyone Is Benchmarking It, I'm Running It in Real Business Scenarios"
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"DeepSeek-V4 Pro: Everyone Is Benchmarking It, I'm Running It in Real Business Scenarios"

#ai #deepseek #agents #engineering
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5 min read
Stop Testing Final Answers: Trajectory Evals (Merged)
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Stop Testing Final Answers: Trajectory Evals (Merged)

#ai #agents #evals #engineering
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5 min read
DeepSeek-V4 Pro Just Launched: Benchmarks Near Fable5 (Merged)
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DeepSeek-V4 Pro Just Launched: Benchmarks Near Fable5 (Merged)

#ai #deepseek #agents #engineering
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5 min read
From One-Person Methodology to Team Assets: The 4-Step AI Materialization
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From One-Person Methodology to Team Assets: The 4-Step AI Materialization

#ai #agents #engineering #team
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10 min read
Selling the System: From Real Scenarios to a Replicable AI Agent Business
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Selling the System: From Real Scenarios to a Replicable AI Agent Business

#python #automation #ai #devops
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9 min read
MCP + A2A + AG-UI: How the Three Protocols Combine — The 2026 Agent Infrastructure Panorama
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MCP + A2A + AG-UI: How the Three Protocols Combine — The 2026 Agent Infrastructure Panorama

#ai #agents #protocols #engineering
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3 min read
Supervisor Architecture: When a Team of Agents Needs a Manager
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Supervisor Architecture: When a Team of Agents Needs a Manager

#ai #agents #supervisor #engineering
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4 min read
AG-UI: When Your Agent Stops Hiding in the Chat Box — The 2026 Evolution of the Human-Agent Layer
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AG-UI: When Your Agent Stops Hiding in the Chat Box — The 2026 Evolution of the Human-Agent Layer

#ai #agents #agui #engineering
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4 min read
A2A Protocol: When Your Agent Starts Talking to Other Agents
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A2A Protocol: When Your Agent Starts Talking to Other Agents

#ai #agents #a2a #engineering
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4 min read
MCP Isn''t a New Concept — It''s the "USB Port" for AI Agents
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MCP Isn''t a New Concept — It''s the "USB Port" for AI Agents

#ai #agents #mcp #engineering
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4 min read
一个人也能做A/B测试——AI驱动的自动化优化系统
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一个人也能做A/B测试——AI驱动的自动化优化系统

#abtesting #python #bayesian #ai
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10 min read
Which Channel Brings Your Paying Users? AI Analytics Pipeline for Content
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Which Channel Brings Your Paying Users? AI Analytics Pipeline for Content

#analytics #data #python #postgres
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12 min read
Automate Your Blog Images: AI + SVG Architecture Diagrams (Precision > Pretty)
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Automate Your Blog Images: AI + SVG Architecture Diagrams (Precision > Pretty)

#python #automation #ai #blogging
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7 min read
From 996 to 007: AI Agent Self-Healing Ops Stack
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From 996 to 007: AI Agent Self-Healing Ops Stack

#ai #agents #devops #automation
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10 min read
The Last Mile of Commercial Agents: Tool Isolation and Least-Privilege Engineering
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The Last Mile of Commercial Agents: Tool Isolation and Least-Privilege Engineering

#ai #agents #engineering
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5 min read
Correction Sedimentation: How AI Agents Never Repeat the Same Mistake
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Correction Sedimentation: How AI Agents Never Repeat the Same Mistake

#ai #agents #engineering
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5 min read
The Observability Trio: Gate + Audit + Correction — A Feedback Loop for Commercial Agents
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The Observability Trio: Gate + Audit + Correction — A Feedback Loop for Commercial Agents

#ai #agents #engineering
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5 min read
报告不是场景，是管道——Agent复合流程容器实战
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报告不是场景，是管道——Agent复合流程容器实战

#ai #agents #engineering
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5 min read
Two-Layer Classification: Regex Pre-Filter + AI Semantic Routing for Agents
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Two-Layer Classification: Regex Pre-Filter + AI Semantic Routing for Agents

#ai #agents #engineering
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5 min read
Four Paradigm Shifts in AI Engineering: From Prompt to Loop (2026) — Which Level Are You On?
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Four Paradigm Shifts in AI Engineering: From Prompt to Loop (2026) — Which Level Are You On?

#ai #agents #engineering
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6 min read
The Sandwich Architecture: Wrapping a Probabilistic LLM in Deterministic Code
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The Sandwich Architecture: Wrapping a Probabilistic LLM in Deterministic Code

#ai #agents #engineering
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7 min read
The One-Person Editorial Department: An AI Automated Content Factory
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The One-Person Editorial Department: An AI Automated Content Factory

#ai #agents #engineering
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10 min read
The 4-Layer AI Agent Architecture of an OPC Operating System
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The 4-Layer AI Agent Architecture of an OPC Operating System

#ai #agents #engineering
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9 min read
AI Agent Infrastructure: The $350/Year Stack Behind an OPC
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AI Agent Infrastructure: The $350/Year Stack Behind an OPC

#ai #agents #engineering
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11 min read
Writing Code Isn't Enough — Self-Attack Testing Is the Hardest Test Your Agent Will Face
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Writing Code Isn't Enough — Self-Attack Testing Is the Hardest Test Your Agent Will Face

#ai #agents #engineering
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9 min read
From 30 Files to 2: How I Slimmed My Agent System Down 90%
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From 30 Files to 2: How I Slimmed My Agent System Down 90%

#ai #agents #engineering
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8 min read
4 AI Automation Pipelines for a Practitioner: Content, Replies, Data & Monitoring
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4 AI Automation Pipelines for a Practitioner: Content, Replies, Data & Monitoring

#ai #agents #engineering
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13 min read
AI Agent DevOps: Health Checks, Alerts, Runbooks & Cost Control for a Real Business Scenario
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AI Agent DevOps: Health Checks, Alerts, Runbooks & Cost Control for a Real Business Scenario

#ai #agents #engineering
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29 min read
Quality Isn't Accidental — AI Agent Maker/Checker Separation and Audit
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Quality Isn't Accidental — AI Agent Maker/Checker Separation and Audit

#ai #agents #codequality #engineering
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6 min read
How Much Memory Does Your Agent Need? — A Practical Memory Store Selection Guide
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How Much Memory Does Your Agent Need? — A Practical Memory Store Selection Guide

#ai #agents #memory #engineering
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5 min read
Why Your AI Agent Forgets Everything Overnight — From Prompt to Loop Engineering
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Why Your AI Agent Forgets Everything Overnight — From Prompt to Loop Engineering

#ai #agents #engineering #llm
1
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5 min read
Why Your "All-Powerful" Agent Fails — Scene Routing That Splits One Agent into 6 Experts
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Why Your "All-Powerful" Agent Fails — Scene Routing That Splits One Agent into 6 Experts

#ai #agents #architecture #engineering
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3 min read
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