Fenju Fu - DEV Community

Fenju Fu

Oct 15

When Agents Take Over Operational Interfaces: From Reverse Engineering to Enterprise RPA

#aiagents #rpa #automation #githubtrending

3 min read

Fenju Fu

Oct 14

Checking an empty-input defect with Spark-X2.5 and OpenCodeReview locally

#ai #codereview #python #opensource

3 min read

Fenju Fu

Oct 14

Agent Chains Are Hot — But Who Orchestrates the Multi-Agent Workflows?

#aiagents #multiagent #workfloworchestration #githubtrending

2 min read

Fenju Fu

Oct 13

A changed runbook, a fresh local Spark-X2.5 answer

#ai #opensource #mcp #node

4 min read

Fenju Fu

Oct 13

Unified Entry Is Step One — Governance Is Step Two: What Today's GitHub Trending Reveals About AI Agent Toolchains

#aiagents #governance #skillregistry #opensource

3 min read

Fenju Fu

Oct 12

Model calls first, model-off cache replay second: Spark-X2.5 tests SkillHub with e2e

#ai #testing #opensource #webdev

4 min read

Fenju Fu

Oct 12

From Suggestions to Actions: Why Agent + RPA Is the Next Leap After GitHub's Hottest Repos

#aiagents #rpa #automation #opensource

3 min read

Fenju Fu

Oct 11

From "Here's Some Code" to "I'll Do It For You": The Shift in AI Developer Tools

#agents #devtools #automation #github

2 min read

Fenju Fu

Oct 10

When Agent Chains Run for Hours: Why Checkpointing Is the Real Challenge

#aiagents #workflow #opensource #devtools

1

3 min read

Fenju Fu

Oct 9

When Agents Need Real Skills: Why Multimodal Capabilities Are the Next Bottleneck

#aiagents #multimodal #skills #opensource

2 min read

Fenju Fu

Oct 8

When Agents Do the Grunt Work: The Execution Layer They Need

#aiagents #rpa #automation #githubtrending

3 min read

Fenju Fu

Oct 7

When Agents Team Up: The Orchestration Layer Multi-Agent Systems Need

#multiagent #orchestration #aiworkflow #githubtrending

3 min read

Fenju Fu

Oct 6

700 Skills, 0 Governance: The Missing Layer in Agent Skill Stacks

#agents #skillregistry #opensource #devops

1

3 min read

Fenju Fu

Oct 5

Agents Can Read the Internet Now — But Who Fills the Forms?

#aiagents #rpa #automation #opensource

2 min read

Fenju Fu

Oct 4

Agents Got Personalities and Eyes — But How Do You Actually Set Up Your Own AI Assistant?

#agents #aitools #devtools #automation

2 min read

Fenju Fu

Oct 3

Persistent Teams Are Great — But What Happens When a 50-Step Workflow Breaks at Step 37?

#agentic #aiagents #workflow #astron

3 min read

Fenju Fu

Oct 2

Agents Can Render Videos Now — But Can They Read Your Documents?

#aiagents #multimodal #opensource #githubtrending

2 min read

Fenju Fu

Oct 1

Agents Have Safe Runtimes and Multi-Engine Orchestration — But Who Operates the Desktop?

#aiagents #rpa #automation #opensource

2 min read

Fenju Fu

Sep 30

Multimodal Capabilities Are Going Local — But Agents Still Need Plug-and-Play Skill Packages

#agents #multimodalai #opensource #voiceai

2 min read

Fenju Fu

Sep 29

Agents Can Work Inside Documents Now — But Who Handles the Cross-App Repetitive Tasks?

#aiagents #rpa #automation #opensource

1

3 min read

Fenju Fu

Sep 28

SkillHub v0.2.21, Run for Real: Suite Bundles, Device Flow Login and Pi

#opensource #ai #devtools #docker

1

3 min read

Fenju Fu

Sep 28

Multiple Agents Are Hot on GitHub Trending — But Who Orchestrates the Task Breakdown?

#multiagent #agentorchestration #aiworkflow #astron

2 min read

Fenju Fu

Sep 26

Paperclip Manages Agents, OpenBao Manages Secrets — But Who Manages Agent Skills?

#aiagents #opensource #skillmanagement #agentgovernance

3 min read

Fenju Fu

Sep 26

Agent Management Is Solved. But Who's Actually Doing the Clicking?

#aiagents #rpa #automation #githubtrending

2 min read

Fenju Fu

Sep 25

Agent Runtimes Are Everywhere — But Can You Actually Set One Up?

#aiagents #tutorial #opensource #productivity

2 min read

Fenju Fu

Sep 24

Google's Ax and Anthropic's Financial Services Are Trending — But Who Solves Long-Running Workflow Resilience?

#aiagents #workflow #opensource #githubtrending

2 min read

Fenju Fu

Sep 22

Engineering Multimodal Agents: Why iFly-Skills Goes Beyond API Wrappers

#ai #agents #multimodal #opensource

2 min read

Fenju Fu

Sep 22

Computer-Use is solved. Unattended workflow execution is not.

#aiagents #rpa #automation #opensource

2 min read

Fenju Fu

Sep 20

Why Multi-Agent Orchestration Needs a Workflow-First Approach

#multiagent #aiworkflow #orchestration #opensource

2 min read

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

Writing Debut