weiwuji - DEV Community

weiwuji

Sep 13

An Agent Pushed 2,000 Packages to RubyGems: The Supply Chain Entry Point Moved from People to Publish Credentials

#ai #agents #security #engineering

15 min read

weiwuji

Sep 12

Engineering Certainty into Income: What 273 Days of Agent Engineering Taught Me About AI Monetization

#ai #business #engineering #productivity

12 min read

weiwuji

Sep 12

The Four Rungs of AI Monetization: Are You Selling Your Time or a System?

#ai #business #career #startup

13 min read

weiwuji

Sep 12

The Five-Bucket Model of AI Monetization: Distribution First, Cash Second, Equity Last

#ai #business #content #startup

12 min read

weiwuji

Sep 12

The One-Person Business Truth: a $145 Median MRR vs a $4,298 Average — and What Pulls the Average Up

#ai #business #saas #startup

9 min read

weiwuji

Sep 12

9 Real Ways People Make Money with AI: Income Data from 47 Operators

#ai #business #career #startup

9 min read

weiwuji

Sep 12

On the Agent Attack Chain the API Key Is the Loot: Three Credential Defenses from Anthropic's September Misuse Report

#ai #agents #security #engineering

10 min read

weiwuji

Sep 11

An Agent Wants to Spend Your Money — First It Has to Prove Who It Is: Visa, Mastercard and Ant Push Know-Your-Agent

#ai #agents #engineering #security

7 min read

weiwuji

Sep 10

Meta Gave an Agent the Pay Button: Four Money Gates You Need Before You Let It Spend

#ai #agents #engineering #security

8 min read

weiwuji

Sep 9

After the 861% Rework Spike, the Real Cost of AI Code Is "Nobody Reviewed It" — Content Pipelines Need a Review Gate Too

#ai #agents #engineering #llm

8 min read

weiwuji

Sep 8

Agent Skills Are Not Documents — They Are Onboarding for Agents

#ai #agents #skills #engineering

7 min read

weiwuji

Sep 7

The Kill Switch Bill Cannot Stop Runaway Agents — Physical Brakes Are the Last Mile of Agent Governance

#ai #agents #governance #security

11 min read

weiwuji

Sep 4

490,000 Characters Killed an Agent Session: A Production Postmortem on Context Blowup

#ai #agents #llm #engineering

11 min read

weiwuji

Sep 4

Orphan Code in Your Enterprise Network: An Engineering Answer to Coding Agent Supply Chain Security

#ai #agents #security #engineering

9 min read

weiwuji

Sep 1

The Agent Cost Ledger: Turning 5x, 30x, and 100x Token Bills into Engineering Metrics

#ai #agents #costs #engineering

8 min read

weiwuji

Aug 31

When the Foundation Converges, Production Systems Are the Answer: The Real Battlefield of Agent Competition in 2026

#ai #agents #governance #production

8 min read

weiwuji

Aug 28

Multi-Agent Is Not the Default: The "Avoid Multi-Agent Early" Consensus from Production

#ai #agents #multiagent #architecture

8 min read

weiwuji

Aug 26

Agent Engineering Physicalization: 9 Pillars That Turn Probabilistic LLMs into Deterministic Systems

#ai #agents #engineering #llm

8 min read

weiwuji

Aug 25

The Observability Trio in Production: Gate, Audit, and Correction Turn Incidents into Rules

#ai #agents #observability #engineering

8 min read

weiwuji

Aug 24

Don't Give Your Agent a Knowledge Base — Give It the Path to Use Knowledge

#ai #agents #engineering

5 min read

weiwuji

Aug 24

Why the One-Person Company Is Inevitable in the AI Era: From Mass Advertising to Precision Matching

#ai #agents #business

5 min read

weiwuji

Aug 22

Golden Dataset: Turn Agent Regression Testing into a CI Gate

#ai #agents #testing #cicd

9 min read

weiwuji

Aug 19

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

#ai #agents #engineering #graph

5 min read

weiwuji

Aug 17

Self-Improving Agents Are Not a Myth: A Complete Loop from Error-Ledger to Loop Engineering

#ai

4 min read

weiwuji

Aug 16

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

9 min read

weiwuji

Aug 14

In Diagrams, Precision > Pretty: Why AI Technical Articles Use Code-Generated Images

#ai

3 min read

weiwuji

Aug 14

The Choice Can't Stop at Tools: Agent Content Flywheel, Two Ways to Spin

#ai

3 min read

weiwuji

Aug 14

Practice = Technology x Scenario x Value: What Cognitive Monetization Means in the AI Era

#ai

4 min read

weiwuji

Aug 14

DeepSeek Open-Sourced Its Harness: Everything Is a Plugin, But the Real Gap Is in the Details

#ai #agents #harness #engineering

5 min read

weiwuji

Aug 13

DeepSeek Open-Sourced Its Harness (Merged)

#ai #agents #harness #engineering

1 min read

weiwuji

Aug 13

From Documents to Mechanisms: Onboarding AI Agents with SOP + Checkpoints

#ai #agents #engineering #team

9 min read

weiwuji

Aug 13

"Stop Testing Final Answers: Trajectory Evals Are the Truth About Agent Quality"

#ai #agents #evals #engineering

5 min read

weiwuji

Aug 13

"DeepSeek-V4 Pro: Everyone Is Benchmarking It, I'm Running It in Real Business Scenarios"

#ai #deepseek #agents #engineering

5 min read

weiwuji

Aug 13

Stop Testing Final Answers: Trajectory Evals (Merged)

#ai #agents #evals #engineering

5 min read

weiwuji

Aug 12

DeepSeek-V4 Pro Just Launched: Benchmarks Near Fable5 (Merged)

#ai #deepseek #agents #engineering

5 min read

weiwuji

Aug 10

From One-Person Methodology to Team Assets: The 4-Step AI Materialization

#ai #agents #engineering #team

10 min read

weiwuji

Aug 7

Selling the System: From Real Scenarios to a Replicable AI Agent Business

#python #automation #ai #devops

9 min read

weiwuji

Aug 6

MCP + A2A + AG-UI: How the Three Protocols Combine — The 2026 Agent Infrastructure Panorama

#ai #agents #protocols #engineering

3 min read

weiwuji

Aug 6

Supervisor Architecture: When a Team of Agents Needs a Manager

#ai #agents #supervisor #engineering

4 min read

weiwuji

Aug 6

AG-UI: When Your Agent Stops Hiding in the Chat Box — The 2026 Evolution of the Human-Agent Layer

#ai #agents #agui #engineering

4 min read

weiwuji

Aug 6

A2A Protocol: When Your Agent Starts Talking to Other Agents

#ai #agents #a2a #engineering

4 min read

weiwuji

Aug 6

MCP Isn''t a New Concept — It''s the "USB Port" for AI Agents

#ai #agents #mcp #engineering

4 min read

weiwuji

Aug 5

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

10 min read

weiwuji

Aug 5

Which Channel Brings Your Paying Users? AI Analytics Pipeline for Content

#analytics #data #python #postgres

12 min read

weiwuji

Aug 5

Automate Your Blog Images: AI + SVG Architecture Diagrams (Precision > Pretty)

#python #automation #ai #blogging

7 min read

weiwuji

Aug 2

From 996 to 007: AI Agent Self-Healing Ops Stack

#ai #agents #devops #automation

10 min read

weiwuji

Aug 1

The Last Mile of Commercial Agents: Tool Isolation and Least-Privilege Engineering

#ai #agents #engineering

5 min read

weiwuji

Aug 1

Correction Sedimentation: How AI Agents Never Repeat the Same Mistake

#ai #agents #engineering

5 min read

weiwuji

Aug 1

The Observability Trio: Gate + Audit + Correction — A Feedback Loop for Commercial Agents

#ai #agents #engineering

5 min read

weiwuji

Aug 1

报告不是场景，是管道——Agent复合流程容器实战

#ai #agents #engineering

5 min read

weiwuji

Aug 1

Two-Layer Classification: Regex Pre-Filter + AI Semantic Routing for Agents

#ai #agents #engineering

5 min read

weiwuji

Aug 1

Four Paradigm Shifts in AI Engineering: From Prompt to Loop (2026) — Which Level Are You On?

#ai #agents #engineering

6 min read

weiwuji

Aug 1

The Sandwich Architecture: Wrapping a Probabilistic LLM in Deterministic Code

#ai #agents #engineering

7 min read

weiwuji

Aug 1

The One-Person Editorial Department: An AI Automated Content Factory

#ai #agents #engineering

10 min read

weiwuji

Aug 1

The 4-Layer AI Agent Architecture of an OPC Operating System

#ai #agents #engineering

9 min read

weiwuji

Aug 1

AI Agent Infrastructure: The $350/Year Stack Behind an OPC

#ai #agents #engineering

1

11 min read

weiwuji

Aug 1

Writing Code Isn't Enough — Self-Attack Testing Is the Hardest Test Your Agent Will Face

#ai #agents #engineering

9 min read

weiwuji

Aug 1

From 30 Files to 2: How I Slimmed My Agent System Down 90%

#ai #agents #engineering

8 min read

weiwuji

Aug 1

4 AI Automation Pipelines for a Practitioner: Content, Replies, Data & Monitoring

#ai #agents #engineering

13 min read

weiwuji

Aug 1

AI Agent DevOps: Health Checks, Alerts, Runbooks & Cost Control for a Real Business Scenario

#ai #agents #engineering

29 min read

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