Fenju Fu - DEV Community

Fenju Fu

Sep 19

Skills Are the New Packages: Why Agent Skills Need a Registry, Not Just a Collection

#aiagents #skills #opensource #iflytek

2 min read

Fenju Fu

Sep 19

Deterministic Execution + Agent Intelligence: The Missing Pattern in Real-World Automation

#agents #rpa #automation #enterprise

2 min read

Fenju Fu

Sep 15

Beyond API Wrappers: Why Multimodal Skills Need Engineering-Grade Packaging

#aiagents #multimodalai #opensource #devtools

2 min read

Fenju Fu

Sep 15

Beyond Code Review: Why Cross-System Desktop Automation Is the Next RPA Frontier

#automation #rpa #agents #opensource

3 min read

Fenju Fu

Sep 13

Multi-Agent Collaboration Is Going Vertical — Here's Why Enterprises Need a Cross-Domain Orchestrator

#multiagent #aiworkflow #opensource #astron

2 min read

Fenju Fu

Sep 12

From Leaked Prompts to Enterprise Skill Governance: What Today's GitHub Trending Tells Us

#aiagents #llmops #opensource #devops

2 min read

Fenju Fu

Sep 11

Agents Have APIs. Your Legacy Apps Don't. Why Agent + RPA is the Real Automation.

#aiagents #rpa #automation #opensource

2 min read

Fenju Fu

Sep 10

Everyone Ships Agent Tools. Nobody Ships the Onboarding.

#aiagents #tutorial #opensource #productivity

1

2 min read

Fenju Fu

Sep 9

Everyone Talks About Running Agents. Nobody Talks About Resuming Them.

#agents #workflow #automation #opensource

2 min read

Fenju Fu

Sep 8

OpenAI Built a Skills Catalog. iFLYTEK Built the Skills Themselves.

#aiagents #multimodal #opensource #iflytek

2 min read

Fenju Fu

Sep 8

Astron Open Source · Bi-Weekly Report (Aug 24 – Sep 6, 2026)

#news #opensource #ai #agents

19 min read

Fenju Fu

Sep 7

Agents Can Think. But Who Acts? The Missing Execution Layer in AI Automation

#aiagents #rpa #automation #githubtrending

2 min read

Fenju Fu

Sep 6

Multi-Agent Swarms Are Here. But Who Decomposes the Complex Tasks?

#agentai #multiagent #aiworkflow #opensource

2 min read

Fenju Fu

Sep 5

You've Got Agent Skills. Now Who Governs Them?

#aiagents #skillmanagement #opensource #devops

3 min read

Fenju Fu

Sep 4

Your Agent Thinks Like a Senior Dev. But Who Does the Clicking?

#aiagents #rpa #automation #opensource

2 min read

Fenju Fu

Sep 3

You Have Agent Skills. Now How Do You Actually Run a Desktop AI Assistant?

#agents #githubtrending #opensource #tutorial

2 min read

Fenju Fu

Sep 2

When Your Multi-Step Agent Workflow Crashes at Step 5, Do You Start Over?

#aiagents #llmops #workflow #automation

3 min read

Fenju Fu

Sep 1

When Your AI Agent Hits a Scanned PDF: The Multimodal Gap in Agent Workflows

#aiagents #multimodal #ocr #opensource

3 min read

Fenju Fu

Sep 1

Agents Can Generate Content — But Who Operates the Systems? The "Last Mile" Problem in AI Automation

#aiagents #rpa #automation #opensource

3 min read

Fenju Fu

Aug 30

Your Agent Ran 20 Steps and Crashed at Step 15. Now What?

#aiagents #workflow #automation #opensource

2 min read

Fenju Fu

Aug 29

Agent Skills Are Exploding — But Can Your Agent Read a Screenshot?

#aiagents #multimodal #opensource #automation

3 min read

Fenju Fu

Aug 29

From Agent Skills to Hands-On Automation: The Missing Layer in Today's GitHub Trending

#automation #rpa #agents #opensource

3 min read

Fenju Fu

Aug 28

From Multi-Agent Demos to Production: What GitHub Trending Tells Us About Agent Orchestration

#multiagent #agentorchestration #llm #workflow

3 min read

Fenju Fu

Aug 27

From 1000+ Agent Skills to Enterprise Governance: The Missing Layer

#aiagents #opensource #devops #skills

2 min read

Fenju Fu

Aug 25

AI Doesn't Just Write Code Anymore — It Runs Your Workflows. Here's How.

#rpa #automation #agents #opensource

3 min read

Fenju Fu

Aug 24

You Installed an AI Assistant — Now What? The Missing "Day 2" Guide

#aiassistant #githubtrending #astron #opensource

2 min read

Fenju Fu

Aug 24

HER Hack-Astron #4 — Run open smart-home model Domux, ship a real case, win ¥500

#opensource #llm #smarthome #huggingface

3 min read

Fenju Fu

Aug 24

Astron Open Source · Bi-Weekly Report (Aug 10 – Aug 23, 2026)

#news #opensource #ai #agents

9 min read

Fenju Fu

Aug 23

Terminal Agents Are Great — Until Your 15-Step Workflow Crashes at Step 12

#aiagents #workflow #githubtrending #opensource

3 min read

Fenju Fu

Aug 22

Agent Skills Packages Are Booming on GitHub — But They're All Missing Ears and Eyes

#agentskills #multimodalai #astron #iflytek

3 min read

Fenju Fu

Aug 21

MoneyPrinterTurbo Can Generate Videos Autonomously. But Who Automates Your Office Software?

#automation #rpa #agents #opensource

2 min read

Fenju Fu

Aug 21

I Wired Open-Source Codex into Astron: A Real 58-Second Test-Fix Run

#codingagent #opensource #mcp #workflow

3 min read

Fenju Fu

Aug 20

Multi-Agent Harness vs Production Orchestrator: What Today's GitHub Trending Reveals

#multiagent #aiworkflow #opensource #agentorchestration

3 min read

Fenju Fu

Aug 20

I built an open-source AI workbench in Astron—and kept the evidence

#opensource #ai #productivity #agents

2 min read

Fenju Fu

Aug 19

Agent Skills Are Exploding — But Who Manages Permissions, Versions and Audit Trails?

#aiagents #skills #governance #opensource

3 min read

Fenju Fu

Aug 17

The "One-Click" Illusion: Why Most AI Workflow Tools Never Actually Run

#aiworkflow #opensource #devtools #tutorial

3 min read

Fenju Fu

Aug 17

A real Astron Agent dual-skill run for a landscape photo folder

#opensource #ai #agents #design

2 min read

Fenju Fu

Aug 16

Composability Is Solved. Resuming a 15-Step Workflow When Step 3 Times Out Is Not.

#aiagents #workflow #opensource #devtools

2 min read

Fenju Fu

Aug 16

Running LLMs Locally Is Solved — But Your Agent Is Still Deaf and Blind

#agents #multimodal #opensource #localai

3 min read

Fenju Fu

Aug 16

From contract to ERP draft: explainable risk review with RAGFlow, Semantica, and Astron RPA

#ai #rag #automation #opensource

3 min read

Fenju Fu

Aug 15

DeepSeek Harness can operate Excel and ERP with Astron RPA—and stop for human approval

#ai #agents #automation #rpa

3 min read

Fenju Fu

Aug 14

Agents Got a Workspace and a Browser. Now They Need Hands.

#aiagents #rpa #automation #opensource

3 min read

Fenju Fu

Aug 14

The enterprise moat for DeepSeek Harness could be a SkillHub Provider

#ai #agents #opensource #architecture

3 min read

Fenju Fu

Aug 14

A real DSH tool turn powered by Spark Ultra and an Astron-exported SKILL

#ai #agents #opensource #workflow

4 min read

Fenju Fu

Aug 13

Astron for Good PubMed: evidence cards with traceable PMIDs

#opensource #healthtech #agents #mcp

2 min read

Fenju Fu

Aug 13

Astron for Good OpenRare: from clinical text to auditable HPO clues

#opensource #healthtech #agents #raredisease

2 min read

Fenju Fu

Aug 13

Run SkillHub locally with Docker Compose, then choose the right CLI registry

#opensource #docker #cli #ai

3 min read

Fenju Fu

Aug 12

Agent Governance Isn't Just About Runtime — It's About Skill Lifecycle Management

#aiagents #governance #devops #opensource

3 min read

Fenju Fu

Aug 12

Astron Agent dolphin-mcp-pilot: a real FAILURE-to-SUCCESS recovery trace

#opensource #mcp #dataengineering #agents

4 min read

Fenju Fu

Aug 11

Your Agent Can Think. But Can It Click? Why RPA Is the Missing Execution Layer

#agents #rpa #automation #opensource

3 min read

Fenju Fu

Aug 11

Astron Open Source · Bi-Weekly Report (Jul 27 – Aug 9, 2026)

#news #opensource #ai #agents

4 min read

Fenju Fu

Aug 11

dolphin-mcp-pilot: Let AI Agents Actually Operate Apache DolphinScheduler via MCP (53+ tools)

#mcp #aiagents #dataengineering #opensource

2 min read

Fenju Fu

Aug 10

The Market Has Moved Past Build Your Own Agent — Here's Why That Matters

#aiassistant #astronclaw #githubtrending #developertools

4 min read

Fenju Fu

Aug 9

Long-Running Agent Isn't About Being Smarter — It's About Not Breaking Mid-Workflow

#aiagents #workfloworchestration #longrunningtasks #enterpriseai

3 min read

Fenju Fu

Aug 9

HER Hack-Astron #2: a bounty to bring Langfuse observability to astron-agent

#opensource #ai #observability #agents

3 min read

Fenju Fu

Aug 8

Agent Skill Packs Are Booming — But They're All Coding Skills. What About Multimodal?

#aiagents #multimodal #ocr #skills

3 min read

Fenju Fu

Aug 7

Cloudflare Gave Your Agent a Computer. But Who Teaches It the Workflow?

#agents #rpa #automation #opensource

3 min read

Fenju Fu

Aug 7

The Missing Layer in Today's Agent Stack: Multi-Agent Orchestration

#aiagents #multiagent #workflow #orchestration

3 min read

Fenju Fu

Aug 6

Your AI Agent Has a Computer and Memory — But Who Manages Its Skills?

#aiagents #skillmanagement #opensource #devops

3 min read

Fenju Fu

Aug 5

Collection, harness, registry: where each agent-skills project actually sits

#opensource #ai #agents #devops

3 min read

Writing Debut