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Old Zhang's AI Learning
Old Zhang's AI Learning
May 15, 2026 · Artificial Intelligence

Claude Unleashes 15 Plug‑and‑Play Agent Workflows: A Digital Employee for Small Businesses

Anthropic’s new Claude for Small Business embeds AI into concrete workflows, offering 15 ready‑to‑use agents that connect to QuickBooks, PayPal, HubSpot and Slack via the Claude Cowork desktop app, with detailed payroll, month‑close, Monday brief and marketing scenarios, transparent pricing, and built‑in security safeguards.

AI agentsAnthropicAutomation
0 likes · 9 min read
Claude Unleashes 15 Plug‑and‑Play Agent Workflows: A Digital Employee for Small Businesses
Shuge Unlimited
Shuge Unlimited
May 12, 2026 · Frontend Development

Building a Project Skeleton from Scratch with OpenSpec: Full Workflow Walkthrough

This article documents a step‑by‑step OpenSpec workflow that starts with requirement exploration, generates proposal, design, specs, review and task artifacts, executes them to scaffold a React 19 + TypeScript + Vite + Tailwind project, handles GitHub integration, validates the build, and archives the change while sharing practical lessons and pitfalls.

AutomationOpenSpecReact
0 likes · 24 min read
Building a Project Skeleton from Scratch with OpenSpec: Full Workflow Walkthrough
AI Architecture Hub
AI Architecture Hub
May 11, 2026 · Operations

Why HTML Beats Markdown for Claude Code Outputs

The article explains how using HTML instead of Markdown with Claude Code delivers richer information density, better readability, easy sharing, interactive capabilities, and deeper data ingestion despite higher token usage and longer generation time, making it a more effective format for AI‑driven documentation and workflows.

AI agentsClaude CodeDocumentation
0 likes · 14 min read
Why HTML Beats Markdown for Claude Code Outputs
Frontend AI Walk
Frontend AI Walk
May 9, 2026 · Product Management

From Validation to Delivery: A Best‑Practice Guide for Startup Pressure Test and gstack

The article compares two AI‑driven startup tools—codex‑startup‑pressure‑test‑skill, which acts as a high‑pressure validator to kill bad ideas early, and Garry Tan’s gstack, a role‑based product‑team system that pushes validated ideas through design, engineering, QA and shipping, offering a decision matrix and step‑by‑step workflow for founders.

AIcodex-startup-pressure-testgstack
0 likes · 18 min read
From Validation to Delivery: A Best‑Practice Guide for Startup Pressure Test and gstack
Architect's Guide
Architect's Guide
May 5, 2026 · Backend Development

Why This Lightweight Rule Engine Lets You Ditch If‑Else Statements

The article introduces the liteflow rule‑engine framework, explains its architecture, component types, EL rule files, data‑context handling, configuration options, and demonstrates a real‑world e‑commerce workflow that replaces verbose if‑else code with concise rule definitions.

ConfigurationJavaLiteFlow
0 likes · 9 min read
Why This Lightweight Rule Engine Lets You Ditch If‑Else Statements
AI Step-by-Step
AI Step-by-Step
May 5, 2026 · Product Management

How to Convert Rough PRDs into Structured AI‑First Specifications

The article explains why feeding vague PRDs to AI coding tools leads to unstable code, and presents a step‑by‑step workflow that rewrites rough requirements into a structured AI‑First PRD covering goals, boundaries, states, acceptance criteria, and feasibility checks before implementation.

AIPRDproduct-management
0 likes · 15 min read
How to Convert Rough PRDs into Structured AI‑First Specifications
AI Architecture Hub
AI Architecture Hub
May 5, 2026 · Backend Development

How AI Is Redefining Backend Architecture Beyond Code Generation

The article analyzes how the surge of AI agents—projected to generate 80% of API calls—forces backend systems to evolve from MVC‑style monoliths toward a new core foundational unit that unifies APIs, workflows, observability, and shared state across diverse frameworks.

AIAPIBackend
0 likes · 10 min read
How AI Is Redefining Backend Architecture Beyond Code Generation
FunTester
FunTester
May 4, 2026 · Industry Insights

How AI Amplifies the Matthew Effect: Why the Strong Get Stronger

AI speeds up output but also widens existing skill gaps, turning capable users into fast decision‑makers while leaving others with vague results; the article explains how AI acts as an amplifier, why basic tasks disappear, and what abilities are needed to stay valuable.

AIAutomationCareer Development
0 likes · 9 min read
How AI Amplifies the Matthew Effect: Why the Strong Get Stronger
PaperAgent
PaperAgent
May 4, 2026 · Artificial Intelligence

Why Claude 4.6 Scores Only 66%: Claw‑Eval‑Live Shows Terminal Skills Aren’t Enough

The article explains that modern AI agents must be judged on actual task execution and audit evidence, and Claw‑Eval‑Live reveals that while agents can use terminals, they still fail dramatically on cross‑system workflows such as HR, management, and operations, with no model surpassing a 70% pass rate.

AI agentsBenchmarkClaw-Eval
0 likes · 7 min read
Why Claude 4.6 Scores Only 66%: Claw‑Eval‑Live Shows Terminal Skills Aren’t Enough
Smart Workplace Lab
Smart Workplace Lab
May 3, 2026 · Artificial Intelligence

How to Resolve Conflicts Among Multiple AI Agents in the Workplace

The article analyzes why deploying many AI agents without a central coordinator leads to task duplication and wasted effort, then presents a step‑by‑step dispatcher protocol, conflict‑fuse SOP, and permission‑revocation checklist that together restore control and streamline multi‑agent workflows.

AI agentsSOPcentral scheduler
0 likes · 5 min read
How to Resolve Conflicts Among Multiple AI Agents in the Workplace
Java Tech Enthusiast
Java Tech Enthusiast
May 3, 2026 · Backend Development

Escape the If‑Else Nightmare with Powerful Workflow Orchestration

The article explains how excessive if‑else branching in multi‑business Java systems harms maintainability and reliability, and demonstrates how a flow engine combined with plugin extensions can isolate code, configure per‑business execution chains, and safely handle success, rollback, and callbacks.

JavaOrchestrationcode isolation
0 likes · 6 min read
Escape the If‑Else Nightmare with Powerful Workflow Orchestration
Shuge Unlimited
Shuge Unlimited
May 3, 2026 · Artificial Intelligence

Combining OpenSpec and Superpowers: A 4‑Step Workflow to Eliminate Luck in AI Coding

This article analyses how OpenSpec’s hard‑coded specification engine and Superpowers’ LLM‑driven execution loop complement each other, presenting a detailed four‑step workflow, concrete code snippets, and a side‑by‑side comparison that shows how the combined approach resolves both definition and execution quality issues in AI‑assisted programming.

AI programmingDelta SpecLLM
0 likes · 17 min read
Combining OpenSpec and Superpowers: A 4‑Step Workflow to Eliminate Luck in AI Coding
PMTalk Product Manager Community
PMTalk Product Manager Community
May 2, 2026 · Interview Experience

How a Real AI Use‑Case Won Me an Offer

The author recounts an interview where the question "How do you use AI in your work?" was answered with a concrete, step‑by‑step AI‑assisted workflow that turned a tool outage into a stable, reusable process, demonstrating the value of problem definition over mere tool mentions.

AICase Studyinterview
0 likes · 9 min read
How a Real AI Use‑Case Won Me an Offer
Code Mala Tang
Code Mala Tang
Apr 29, 2026 · Operations

Mastering Claude Code Permissions: A Complete Guide to settings.json

This guide explains how to configure Claude Code’s settings.json file at global, project, and local levels, defining allow, deny, and ask rules, default modes, safe command lists, and hooks, enabling seamless team‑shared permissions and eliminating repetitive permission prompts during development sessions.

Claude CodePermissionshooks
0 likes · 11 min read
Mastering Claude Code Permissions: A Complete Guide to settings.json
Frontend AI Walk
Frontend AI Walk
Apr 26, 2026 · Artificial Intelligence

Become an AI Agent Operator in 90 Days: From No‑Code Skills to Automated Workflows

This guide explains why AI Agent Operators are emerging as a new profession, contrasts the role with Prompt Engineers, outlines four core skills—CLI, agents.md, structured inputs, and business judgment—provides a step‑by‑step workflow, a 90‑day training roadmap, common pitfalls, and references from Deloitte and McKinsey.

AI agentsAutomationCLI
0 likes · 22 min read
Become an AI Agent Operator in 90 Days: From No‑Code Skills to Automated Workflows
PMTalk Product Manager Community
PMTalk Product Manager Community
Apr 23, 2026 · Product Management

The Core Logic Behind AI Product Management: When and How to Use Multiple Agents

The article explains why many AI product managers struggle with multi‑agent concepts, outlines the three structural bottlenecks a single agent faces, shows how task decomposition and specialized agents improve quality, and provides concrete product‑design decisions—including orchestration, context passing, failure handling, and human‑in‑the‑loop—to determine when multi‑agent architectures are appropriate.

AI product managementMulti-AgentOrchestration
0 likes · 16 min read
The Core Logic Behind AI Product Management: When and How to Use Multiple Agents
Frontend AI Walk
Frontend AI Walk
Apr 23, 2026 · Artificial Intelligence

Three Ways to Connect AI with Obsidian – Choose the Right One for Your Workflow

The article compares three practical approaches—using a Terminal plugin, community AI plugins (lightweight Text Generator or full‑vault Claudian Agent), and an external AI editor—to integrate AI into Obsidian, detailing installation steps, command examples, pros and cons, and guidance on selecting the best fit for different use cases.

AI integrationClaude CodeClaudian
0 likes · 15 min read
Three Ways to Connect AI with Obsidian – Choose the Right One for Your Workflow
macrozheng
macrozheng
Apr 21, 2026 · Backend Development

Why Process Orchestration Is Essential for Scalable Backend Systems

The article explains how excessive if‑else branching in a middle‑platform backend leads to maintenance nightmares, and demonstrates how a workflow engine combined with a plugin extension mechanism provides clean code isolation, flexible business extensions, and reliable execution flow.

Backendcode isolationplugin architecture
0 likes · 6 min read
Why Process Orchestration Is Essential for Scalable Backend Systems
AI Open-Source Efficiency Guide
AI Open-Source Efficiency Guide
Apr 20, 2026 · Game Development

Build an Indie Game in 5 Days with Claude Code Game Studios’ 49 AI Agents

Claude Code Game Studios is a virtual game‑studio framework that assembles 49 AI agents, 72 slash commands, and 12 automation hooks to automate the entire game‑development pipeline—from concept brainstorming to release—cutting a typical two‑week design phase down to 2‑3 days and supporting Unity, Unreal, and Godot.

AI agentsAutomationClaude Code
0 likes · 11 min read
Build an Indie Game in 5 Days with Claude Code Game Studios’ 49 AI Agents
Frontend AI Walk
Frontend AI Walk
Apr 20, 2026 · Operations

How to Become a Niche Authority in One Week: A Complete Step‑by‑Step Methodology

This guide walks you through a seven‑day, repeatable workflow—from narrowing your niche and gathering real user pain points to dissecting viral content, drafting a positioning whitepaper, producing a flagship article, scoring it, and finally publishing and iterating—so you can rapidly build credibility and influence in any vertical.

AI toolscontent strategyniche marketing
0 likes · 22 min read
How to Become a Niche Authority in One Week: A Complete Step‑by‑Step Methodology
Frontend AI Walk
Frontend AI Walk
Apr 20, 2026 · Artificial Intelligence

Build an AI‑Powered Content Creation Workflow: Distill Experts, Master a Niche in 7 Days, and Let AI Do the Heavy Lifting

This guide shows content creators how to set up a practical AI toolchain—using Obsidian to distill expert knowledge into a searchable vault, applying a 7‑day vertical‑niche sprint to define positioning, and allocating 50% of daily work time to Claude and other AI tools as a topic radar and second brain—complete with SOPs, checklists, and common pitfalls.

AIClaudeObsidian
0 likes · 15 min read
Build an AI‑Powered Content Creation Workflow: Distill Experts, Master a Niche in 7 Days, and Let AI Do the Heavy Lifting
AI Explorer
AI Explorer
Apr 19, 2026 · Artificial Intelligence

How Claude’s Design System Prompt Turns AI into an Expert Designer

The article reveals Claude’s design system prompt, detailing its role as an expert designer, a six‑step workflow, context‑driven methodology, exploration modes, strict technical rules, built‑in collaboration tools, and ethical content guidelines that together enable the AI to produce high‑quality, user‑centric designs.

AI designClaudeCollaboration
0 likes · 6 min read
How Claude’s Design System Prompt Turns AI into an Expert Designer
AgentGuide
AgentGuide
Apr 18, 2026 · Artificial Intelligence

How to Write High‑Quality Skills for Your Agent System

The article outlines a five‑step process for creating robust Agent Skills, covering when to encapsulate a task, extracting decision logic and anti‑patterns, writing concise instructions, provisioning workflows and verification loops, and iterating with real‑world testing to ensure reliability.

AI DevelopmentAgentPrompt engineering
0 likes · 8 min read
How to Write High‑Quality Skills for Your Agent System
AI Large-Model Wave and Transformation Guide
AI Large-Model Wave and Transformation Guide
Apr 18, 2026 · Operations

How AI + Enterprise WeChat Cut Procurement Monitoring from Days to Hours

This article details a step‑by‑step solution that uses Dify AI workflows, Alibaba Cloud MCP data, and an Enterprise WeChat bot to automatically collect, filter, and deliver government procurement bids, reducing manual search time from days to a few hours while improving data quality and reporting efficiency.

AI automationDifyEnterprise WeChat
0 likes · 8 min read
How AI + Enterprise WeChat Cut Procurement Monitoring from Days to Hours
Tech Verticals & Horizontals
Tech Verticals & Horizontals
Apr 17, 2026 · Artificial Intelligence

AI Coding Skill Library with Built‑In Memory and Self‑Learning

The article analyzes the recurring problem that AI assistants forget project context and fail to retain lessons across sessions, and proposes a two‑part solution—a persistent memory stored in repository files and an explicit self‑learning workflow—that makes AI collaboration transparent, maintainable, and reusable for engineering teams.

AI programmingMemorySoftware Engineering
0 likes · 9 min read
AI Coding Skill Library with Built‑In Memory and Self‑Learning
ZhiKe AI
ZhiKe AI
Apr 15, 2026 · Artificial Intelligence

Build Your AI Superpowers from Scratch: A Hands‑On Guide to Creating Claude Code Skills

This article walks you through what Claude Code skills are, how they work, the four skill types, the exact file format, a step‑by‑step process for building your first skill, best‑practice design principles, testing methods, and ongoing maintenance, enabling you to automate repetitive AI tasks efficiently.

AI skillsAutomationClaude Code
0 likes · 15 min read
Build Your AI Superpowers from Scratch: A Hands‑On Guide to Creating Claude Code Skills
大转转FE
大转转FE
Apr 15, 2026 · Artificial Intelligence

Deploying and Harnessing OpenClaw AI Agents for Real‑World Development Workflows

This article shares practical experiences and step‑by‑step guidance on deploying OpenClaw locally or in the cloud, using it for personal and team tasks such as project research, incident triage, report generation, and secure multi‑agent workflows, while emphasizing best practices for model selection, skill development, and safety.

AI AgentDeploymentOpenClaw
0 likes · 20 min read
Deploying and Harnessing OpenClaw AI Agents for Real‑World Development Workflows
Geek Labs
Geek Labs
Apr 15, 2026 · Artificial Intelligence

seomachine: An Open-Source Workflow That Turns Claude Code into a Powerful SEO Content Engine

seomachine is an open-source, Claude‑Code‑integrated workflow that breaks SEO content creation into structured phases—instructions, initialization, iteration, and tool functions—offering creators a systematic, AI-assisted process for planning, drafting, and optimizing articles to meet technical SEO standards.

AI content generationClaude CodeSEO
0 likes · 8 min read
seomachine: An Open-Source Workflow That Turns Claude Code into a Powerful SEO Content Engine
Frontend AI Walk
Frontend AI Walk
Apr 14, 2026 · Artificial Intelligence

Connecting Claude and Obsidian: Two Integration Paths for a Reusable Writing Workflow

This guide details two ways to integrate Claude with Obsidian—direct MCP connection (about 30 minutes to set up) and a Karpathy‑inspired LLM Wiki workflow (raw→wiki→drafts)—including full configuration steps, a CLAUDE.md template, three core commands, and tips for turning raw notes into structured, publishable drafts.

AI writingClaudeLLM Wiki
0 likes · 17 min read
Connecting Claude and Obsidian: Two Integration Paths for a Reusable Writing Workflow
DeWu Technology
DeWu Technology
Apr 13, 2026 · Artificial Intelligence

How to Turn AI into a Structured Component‑Reuse Assistant: A Three‑Layer Skill Architecture

This article explains why a dedicated AI skill is needed to enforce component‑reuse discipline in a monorepo, outlines a three‑layer design (AGENTS.md, Hook, Skill), and details the implementation of a unified entry point, weighted matching, index pipelines, and feedback loops that together make AI decisions reliable and repeatable.

AIMonorepoSkill Architecture
0 likes · 13 min read
How to Turn AI into a Structured Component‑Reuse Assistant: A Three‑Layer Skill Architecture
Shuge Unlimited
Shuge Unlimited
Apr 13, 2026 · Artificial Intelligence

Superpowers Best Practices: 7‑Step Workflow from Requirements to Production‑Ready Code

This article walks through Superpowers' disciplined 7‑stage workflow—starting with brainstorming, using Git worktrees, writing granular plans, automated sub‑agent development, strict TDD, mandatory code review, and final verification—demonstrated with a coupon‑redeem API implementation.

AI programmingCode reviewGit worktrees
0 likes · 21 min read
Superpowers Best Practices: 7‑Step Workflow from Requirements to Production‑Ready Code
AI Step-by-Step
AI Step-by-Step
Apr 12, 2026 · Backend Development

Make Agents Survive Crashes and Restarts: Building a Persistent Task Engine with Durable Execution

The article explains how durable execution, exemplified by Temporal’s Workflow and Activity model, transforms long‑running Agent tasks—such as refund approvals that involve human sign‑off, external APIs, and overnight processing—into recoverable, auditable pipelines that survive crashes, restarts, and timeouts.

ActivityAgentDurable Execution
0 likes · 16 min read
Make Agents Survive Crashes and Restarts: Building a Persistent Task Engine with Durable Execution
PMTalk Product Manager Community
PMTalk Product Manager Community
Apr 12, 2026 · Artificial Intelligence

How to Use AI for Writing: A Complete Step‑by‑Step Guide from Idea to Final Draft

This article outlines a detailed, human‑AI collaborative workflow for producing high‑quality articles, covering goal definition, prompt design, incremental generation, post‑editing, plagiarism mitigation, and publishing tips, while warning against common pitfalls and over‑reliance on AI.

AI toolsAI writingPrompt engineering
0 likes · 7 min read
How to Use AI for Writing: A Complete Step‑by‑Step Guide from Idea to Final Draft
Eric Tech Circle
Eric Tech Circle
Apr 12, 2026 · Artificial Intelligence

How to Build Reusable AI Agent Skills with Anthropic’s Skill Creator

This guide explains how to define, structure, and iterate AI Agent Skills using Anthropic's Skill Creator, covering template design, SKILL.md composition, a closed‑loop development workflow, and practical steps to turn verified methods into reusable skill assets.

AIAgent SkillsAnthropic
0 likes · 8 min read
How to Build Reusable AI Agent Skills with Anthropic’s Skill Creator
Tech Verticals & Horizontals
Tech Verticals & Horizontals
Apr 11, 2026 · R&D Management

Enterprise Workflow: Superpowers + OpenSpec Three‑Stage Process for Deliverable Results

The article presents a practical three‑stage workflow that combines Superpowers for exploratory planning with OpenSpec for formal specification, then returns to Superpowers for controlled implementation, testing, and archiving, helping teams eliminate vague requirements, reduce rework, and achieve traceable, on‑time deliveries.

OpenSpecSuperpowersrequirement management
0 likes · 13 min read
Enterprise Workflow: Superpowers + OpenSpec Three‑Stage Process for Deliverable Results
PMTalk Product Manager Community
PMTalk Product Manager Community
Apr 10, 2026 · Artificial Intelligence

AI Handles 80% of a Medical Triage Agent, Product Managers Cover the Rest

The article walks through a medical triage AI Agent built with LangChain, LangGraph, and LangSmith, showing how the framework supplies core model and tool interfaces, how graph‑based orchestration manages complex branching, loops and human‑in‑the‑loop steps, and how tracing and evaluation prove reliability for product managers.

AI AgentLangChainLangGraph
0 likes · 23 min read
AI Handles 80% of a Medical Triage Agent, Product Managers Cover the Rest
Code Ape Tech Column
Code Ape Tech Column
Apr 9, 2026 · Artificial Intelligence

Spring AI Alibaba vs AgentScope-Java: Which AI Framework Fits Your Java Projects?

This article compares Spring AI Alibaba and AgentScope-Java, examining their distinct design philosophies—graph‑based workflow versus agentic autonomy—core architectures, key capabilities, code examples, and practical selection guidance, while also highlighting the emerging trend of merging both approaches for optimal Java AI development.

AI FrameworkAgentScopeAgentic
0 likes · 14 min read
Spring AI Alibaba vs AgentScope-Java: Which AI Framework Fits Your Java Projects?
Su San Talks Tech
Su San Talks Tech
Apr 9, 2026 · Artificial Intelligence

Spring AI Alibaba vs AgentScope-Java: Which AI Framework Wins for Java Developers?

This article compares Alibaba's Spring AI Alibaba and the AgentScope-Java framework, examining their design philosophies, workflow versus agentic paradigms, core capabilities, architecture, code styles, and suitable use cases, and offers guidance on selecting the right solution or combining both for optimal Java AI development.

AI FrameworkAgentScopeAgentic
0 likes · 16 min read
Spring AI Alibaba vs AgentScope-Java: Which AI Framework Wins for Java Developers?
AI Architecture Hub
AI Architecture Hub
Apr 7, 2026 · Artificial Intelligence

Master Claude Code: Install, Shortcuts, and Advanced Workflows

This guide walks you through installing Claude Code on multiple platforms, using its rich set of shortcut keys, configuring CLI parameters, managing agents and plugins, and applying advanced workflows such as plan mode, rewind, and Git worktree integration for efficient AI‑assisted development.

AI coding assistantCLIClaude Code
0 likes · 11 min read
Master Claude Code: Install, Shortcuts, and Advanced Workflows
AI Software Product Manager
AI Software Product Manager
Apr 6, 2026 · R&D Management

How OpenSpec Enables Spec‑Driven Development with AI Collaboration

OpenSpec is a CLI tool that introduces a spec‑driven workflow between developers and AI assistants, outlining clear "what" and "how" stages, change proposal management, integration with Cursor for automated documentation, and a complete cycle of proposing, reviewing, implementing, and archiving changes.

AI CollaborationCLIOpenSpec
0 likes · 12 min read
How OpenSpec Enables Spec‑Driven Development with AI Collaboration
DeepHub IMBA
DeepHub IMBA
Apr 5, 2026 · Artificial Intelligence

Understanding ADK Multi‑Agent Orchestration: SequentialAgent, ParallelAgent, and LoopAgent Explained

The article explains ADK's three core orchestration modes—SequentialAgent for ordered pipelines, ParallelAgent for independent concurrent tasks, and LoopAgent for iterative quality‑control loops—detailing their suitable scenarios, state‑flow mechanisms, and how to build a complete order‑to‑delivery workflow without writing explicit orchestration code.

ADKAutomationLLM
0 likes · 16 min read
Understanding ADK Multi‑Agent Orchestration: SequentialAgent, ParallelAgent, and LoopAgent Explained
Java Architect Handbook
Java Architect Handbook
Apr 5, 2026 · Industry Insights

Unlocking Business Process Automation: How Workflow Engines Power Modern Enterprises

This article explains what a process engine is, its role in workflow and BPM, outlines typical application scenarios, and details the architectural components and design practices—including organization modeling, form and interface design, and implementation challenges—while highlighting emerging business opportunities such as low‑code platforms and process analytics.

BPMProcess Enginearchitecture
0 likes · 20 min read
Unlocking Business Process Automation: How Workflow Engines Power Modern Enterprises
IT Services Circle
IT Services Circle
Apr 3, 2026 · Artificial Intelligence

What Are AI Agents? A Complete Guide to LLMs, Function Calls, MCP & A2A

This article explains the core concepts behind AI agents—including how they differ from large language models, their relationship to workflows, the various agent operating modes, and the underlying technologies such as function calls, the Model Context Protocol (MCP), Skills, and the Agent‑to‑Agent (A2A) protocol—providing clear examples and practical comparisons for developers and interviewees.

A2ALLMMCP
0 likes · 32 min read
What Are AI Agents? A Complete Guide to LLMs, Function Calls, MCP & A2A
PMTalk Product Manager Community
PMTalk Product Manager Community
Mar 31, 2026 · Product Management

Turning Product Management into an AI Operating System: A Deep Dive into pm‑skills

The open‑source pm‑skills marketplace encodes classic product‑management frameworks into AI‑driven workflows, offering a chainable skill/command/plugin system that guides product discovery, strategy, execution, and launch, while providing community metrics, detailed use‑case walkthroughs, a competitive comparison, and step‑by‑step installation instructions.

AIClaudeopen source
0 likes · 15 min read
Turning Product Management into an AI Operating System: A Deep Dive into pm‑skills
Java One
Java One
Mar 27, 2026 · Operations

Automate Code Reviews with Claude Code: GitHub Integration Guide

This step‑by‑step tutorial shows how to integrate Claude Code with GitHub, configure the required GitHub App, set up GitHub Actions workflows for Issue mentions and Pull Request reviews, add necessary secrets, customize prompts, and adapt the setup for GLM models, turning Claude into an automated code‑review assistant.

AI code reviewClaudeGitHub Actions
0 likes · 10 min read
Automate Code Reviews with Claude Code: GitHub Integration Guide
Java Architect Handbook
Java Architect Handbook
Mar 26, 2026 · Artificial Intelligence

30+ Real-World OpenClaw Use Cases: Automate Tasks with AI Agents

This article introduces the open-source "awesome-openclaw-usecases" repository, which curates over thirty practical AI agent workflows across six functional modules—social media, creative building, infrastructure & DevOps, productivity, research & learning, and finance—providing step‑by‑step guidance and example configurations for each use case.

AI agentsAutomationGitHub
0 likes · 8 min read
30+ Real-World OpenClaw Use Cases: Automate Tasks with AI Agents
iQIYI Technical Product Team
iQIYI Technical Product Team
Mar 26, 2026 · Artificial Intelligence

How Specflow Turns AI Coding into a Structured Development Pipeline

Specflow is an AI‑driven workflow for the Cursor IDE that combines lightweight OpenSpec, rigorous GitHub Spec Kit, and multi‑agent BMAD methods into a four‑stage Spec‑Driven Development process—Specify, Plan, Implement, and Archive—enforcing strict contracts, role isolation, and automated quality control to eliminate context loss and reduce manual debugging.

AIAutomationCursor IDE
0 likes · 15 min read
How Specflow Turns AI Coding into a Structured Development Pipeline
Architect's Guide
Architect's Guide
Mar 25, 2026 · Fundamentals

How to Safely Undo a Pushed Git Commit: 4 Proven Methods

This guide explains four ways to revert code that has already been pushed to a remote Git repository—including manual comparison, using git revert, creating a new branch, and resetting with various options—detailing their steps, advantages, and cautions.

BranchForce PushGit
0 likes · 7 min read
How to Safely Undo a Pushed Git Commit: 4 Proven Methods
AI Engineering
AI Engineering
Mar 24, 2026 · Artificial Intelligence

112 Ready‑Made OpenClaw Skills That Turn Your Agent into a Full‑Time Butler

ClawFlows, an open‑source project for OpenClaw agents, offers 112 pre‑built skill packages ranging from smart‑home control and schedule management to email handling and financial tracking, installable with a single curl command, and customizable via markdown workflow files, though quality varies and security should be assessed.

AI agentsAutomationOpenClaw
0 likes · 4 min read
112 Ready‑Made OpenClaw Skills That Turn Your Agent into a Full‑Time Butler
o-ai.tech
o-ai.tech
Mar 22, 2026 · R&D Management

gstack Part 3: How to Divide Responsibilities Among the Four Plan Review Skills

This article breaks down gstack's four pre‑implementation review skills—/plan-ceo-review, /plan-eng-review, /plan-design-review, and /design-consultation—explaining their distinct focus, when each should be used, common pitfalls, and the recommended sequencing to improve product planning before coding.

design reviewengineering reviewgstack
0 likes · 17 min read
gstack Part 3: How to Divide Responsibilities Among the Four Plan Review Skills
Design Hub
Design Hub
Mar 21, 2026 · Industry Insights

Why Being Able to Use AI Is No Longer a Competitive Edge

As AI shifts from a niche add‑on to a ubiquitous infrastructure, the real differentiator moves from merely knowing how to use AI tools to mastering problem definition, judgment, workflow integration, aesthetic sense, and delivery, making higher‑order skills the scarce advantage.

AISkill developmentindustry trends
0 likes · 16 min read
Why Being Able to Use AI Is No Longer a Competitive Edge
Alibaba Cloud Developer
Alibaba Cloud Developer
Mar 20, 2026 · Artificial Intelligence

Mastering Multi‑Agent Patterns with AgentScope and Spring AI Alibaba

This article analyzes the evolution of enterprise AI from single‑model chat to scalable multi‑agent workflows, explains seven core multi‑agent patterns—including Pipeline, Routing, Skills, Subagents, Supervisor, Handoffs, and Custom Workflow—provides detailed implementation guidance with Java code, and shows how Spring AI Alibaba now natively supports AgentScope orchestration for robust, observable AI applications.

AI ArchitectureAgentScopeJava
0 likes · 23 min read
Mastering Multi‑Agent Patterns with AgentScope and Spring AI Alibaba
Design Hub
Design Hub
Mar 19, 2026 · Artificial Intelligence

Midjourney V8 Alpha: From prettier pictures to an image operating system

Midjourney V8 Alpha introduces faster 2K rendering, stronger prompt understanding, and new workflow features like personalization, moodboard, and conversation mode, shifting the tool from a high‑quality image generator to a controllable image operating system, though at higher cost and complexity.

AI image generationMidjourneyV8 Alpha
0 likes · 15 min read
Midjourney V8 Alpha: From prettier pictures to an image operating system
ShiZhen AI
ShiZhen AI
Mar 17, 2026 · Artificial Intelligence

Why Those Who Skip AI Are Quietly Falling Behind

The author argues that AI is not a mere tool but a productivity multiplier that can turn a single person into a “super‑individual,” illustrating this with personal workflow automation and a yoga studio’s transformation, and explains why many fail to benefit due to weak models, unclear use‑cases, and lack of integration into daily work.

AIAutomationCase Study
0 likes · 10 min read
Why Those Who Skip AI Are Quietly Falling Behind
Design Hub
Design Hub
Mar 17, 2026 · Artificial Intelligence

How to Manage 10 Claude Code Agents Without Losing Your Mind

The article analyzes how Artem Zhutov structures a multi‑agent AI workflow by replacing chaotic browser tabs with named workspaces using cmux, programming a single orchestrator agent, and visualizing status through an Obsidian dashboard, turning ten Claude Code agents into a scalable, controllable system.

AI agentsClaudeObsidian
0 likes · 12 min read
How to Manage 10 Claude Code Agents Without Losing Your Mind
IT Services Circle
IT Services Circle
Mar 17, 2026 · Artificial Intelligence

How AI Workflows and Agents Transform Automation: From Rigid Rules to Intelligent Decision‑Making

This article explains the distinction and synergy between traditional AI workflows and modern agents, outlines their four‑step processes, showcases practical examples such as intelligent customer service and content generation, and recommends tools for beginners to quickly build AI‑driven applications.

AIAgentAutomation
0 likes · 11 min read
How AI Workflows and Agents Transform Automation: From Rigid Rules to Intelligent Decision‑Making
AI Architecture Hub
AI Architecture Hub
Mar 17, 2026 · Artificial Intelligence

Master Claude Code: A 6‑Step Workflow to Eliminate Rework and Chaos

This guide explains why Claude Code often spirals out of control, then presents Anthropic’s official best‑practice workflow—including acceptance criteria, context layering, execution channels, enforced constraints, session management, and a ready‑to‑copy six‑step process—to make AI‑assisted coding stable and efficient.

AI CodingClaude Codestandardization
0 likes · 7 min read
Master Claude Code: A 6‑Step Workflow to Eliminate Rework and Chaos
Tech Minimalism
Tech Minimalism
Mar 16, 2026 · Artificial Intelligence

From Stages to Actions: A Complete Guide to the New AI‑Driven OpenSpec OPSX Workflow

This article explains how OPSX transforms the traditional stage‑based development process into an action‑driven, iterative workflow for AI programming, covering its core concepts, two operation modes, step‑by‑step command usage, custom schema creation, migration tips, best practices, and real‑world examples.

AI DevelopmentAutomationCustom Schema
0 likes · 23 min read
From Stages to Actions: A Complete Guide to the New AI‑Driven OpenSpec OPSX Workflow
Architect
Architect
Mar 15, 2026 · Artificial Intelligence

Mastering Claude Code: A Proven Workflow to Keep AI Agents Stable

This article outlines a practical, step‑by‑step workflow for Claude Code that starts with defining acceptance criteria, correctly layering context, selecting the right execution channel, enforcing system‑level constraints, and actively managing long sessions, turning experimental AI agents into reliable engineering tools.

AI agentsClaude CodeContext management
0 likes · 27 min read
Mastering Claude Code: A Proven Workflow to Keep AI Agents Stable
PMTalk Product Manager Community
PMTalk Product Manager Community
Mar 15, 2026 · Product Management

7-Step Architecture Framework for AI Product Management: A Hands‑On Case Study

This article walks through a real‑world AI‑driven image generation system for cross‑border e‑commerce, detailing business pain points, stakeholder analysis, technical selection, MVP scope, architecture decisions, metric funnels, gray‑release strategy, and continuous evolution that cut per‑image cost to under ¥0.5 and delivery time to one minute.

AICase Studyarchitecture
0 likes · 16 min read
7-Step Architecture Framework for AI Product Management: A Hands‑On Case Study
SuanNi
SuanNi
Mar 12, 2026 · Operations

How OpenAI’s AI‑Powered Workflow Boosted PR Merges by 45%

OpenAI’s open‑source Agents SDK demonstrates how converting engineer expertise into machine‑readable rules, Skill packages, and GitHub Actions can fully automate verification, testing, and release review, raising code‑merge throughput by 45% without adding staff and handling millions of downloads.

AIGitHubOpenAI
0 likes · 13 min read
How OpenAI’s AI‑Powered Workflow Boosted PR Merges by 45%
Qborfy AI
Qborfy AI
Mar 11, 2026 · Artificial Intelligence

Mastering AI: 9 Essential Skills to Turn Everyday Tasks into Superpowers

This guide reveals why some people barely get results with AI while others boost productivity dramatically, and it teaches nine concrete skills—questioning, aesthetic sense, prompt crafting, iteration, rule‑making, criticism, compression, organization, and tutoring—illustrated through real‑world scenarios that show exactly how to combine them for maximum impact.

AIPrompt engineeringknowledge management
0 likes · 18 min read
Mastering AI: 9 Essential Skills to Turn Everyday Tasks into Superpowers
AI Step-by-Step
AI Step-by-Step
Mar 10, 2026 · Artificial Intelligence

5 Essential Prompting Techniques to Make AI Truly Boost Your Productivity

The article explains that merely choosing the right AI tool is insufficient; real efficiency comes from asking clear, well‑structured questions, and it outlines five practical prompting methods—including specifying goals, providing background, breaking tasks into steps, defining output format, and iterating drafts—to turn AI into a time‑saving collaborator.

AI promptingPrompt engineeringlanguage models
0 likes · 9 min read
5 Essential Prompting Techniques to Make AI Truly Boost Your Productivity
Senior Brother's Insights
Senior Brother's Insights
Mar 10, 2026 · Artificial Intelligence

Why OpenClaw’s AI Agent Framework Is Both Promising and Overhyped

This article examines OpenClaw’s architecture, its integration of chat entry, agent orchestration, sandbox execution, and extensible skill packs, while highlighting practical limitations such as high token consumption, error amplification, limited professional capabilities, and security concerns that temper its real‑world impact.

AI agentsOpenClawarchitecture
0 likes · 11 min read
Why OpenClaw’s AI Agent Framework Is Both Promising and Overhyped
Open Source Tech Hub
Open Source Tech Hub
Mar 10, 2026 · Artificial Intelligence

How to Build a PHP Coding Agent with Neuron AI’s Maestro Framework

This article explains how the Neuron AI framework’s Maestro component lets developers create a fully PHP‑based coding agent, covering its strong‑type design, workflow‑centric architecture, tool‑approval mechanism, event system, MCP integration, and step‑by‑step installation and configuration.

AICoding AgentNeuron AI
0 likes · 11 min read
How to Build a PHP Coding Agent with Neuron AI’s Maestro Framework
Shuge Unlimited
Shuge Unlimited
Mar 8, 2026 · Artificial Intelligence

Deep Dive into Claude Code Hooks: 16 Events and 6 Real‑World Scenarios for Automating Your Workflow

This article explains Claude Code Hooks, detailing the 16 lifecycle events, four hook types, and six practical scenarios—from task‑completion notifications to file protection—showing how deterministic hooks can automate workflows, enforce policies, and improve reliability when using Claude Code for AI‑assisted development.

AIAutomationClaude Code
0 likes · 32 min read
Deep Dive into Claude Code Hooks: 16 Events and 6 Real‑World Scenarios for Automating Your Workflow
Machine Learning Algorithms & Natural Language Processing
Machine Learning Algorithms & Natural Language Processing
Mar 4, 2026 · Artificial Intelligence

How to Build a 24‑Hour AI Agent Team with OpenClaw – A Real‑World Walkthrough

The author details a month‑long experiment creating a six‑agent AI team with OpenClaw that automates research, content creation, code review and email newsletters, saving 4‑5 hours each day for under $400 per month by using file‑based coordination, a two‑layer memory system, and a gradual rollout plan.

AI agentsCost OptimizationMemory Management
0 likes · 14 min read
How to Build a 24‑Hour AI Agent Team with OpenClaw – A Real‑World Walkthrough
Selected Java Interview Questions
Selected Java Interview Questions
Mar 1, 2026 · Backend Development

Master Easy Work: Build, Run, and Serialize Java Workflows with Code Examples

Easy Work is a Java workflow engine that offers a simple API and modular components, enabling developers to create, execute, pause, and serialize complex workflows using code, JSON definitions, and rich conditional predicates, with detailed examples covering repeat, sequential, parallel, and conditional flows.

BackendConditionalEasyWork
0 likes · 8 min read
Master Easy Work: Build, Run, and Serialize Java Workflows with Code Examples
Tech Minimalism
Tech Minimalism
Feb 28, 2026 · Artificial Intelligence

Master Conductor: Open‑Source Multi‑Platform AI Agent Skills for Context‑Driven Development

Conductor is an open‑source framework that extracts project context into versioned Markdown and TOML files, enabling AI agents to follow a structured Context → Spec & Plan → Implement workflow, with commands for setup, task creation, execution, status tracking, review, and Git‑aware rollback, all illustrated through a step‑by‑step Todo app example.

AIAgent SkillsAutomation
0 likes · 18 min read
Master Conductor: Open‑Source Multi‑Platform AI Agent Skills for Context‑Driven Development
Open Source Tech Hub
Open Source Tech Hub
Feb 25, 2026 · Artificial Intelligence

What’s New in Neuron AI v3.0.0? Key Features and Migration Guide for PHP AI Agents

Neuron AI v3.0.0 introduces a workflow‑based architecture, native human‑in‑the‑loop support, automatic conversation summarization, enhanced middleware, full reasoning model compatibility, structured output constraints, streaming adapters, new providers, file‑ID content blocks, and a set of breaking changes with detailed migration steps for PHP developers.

FrameworkPHPmigration
0 likes · 4 min read
What’s New in Neuron AI v3.0.0? Key Features and Migration Guide for PHP AI Agents
AI Engineering
AI Engineering
Feb 25, 2026 · Artificial Intelligence

How Claude Code’s New Remote Control Lets You Code Anywhere

Claude Code’s new remote‑control feature lets developers start a coding task on a desktop and seamlessly continue it from a mobile device, enabling work during meetings, walks, or flights, while requiring the host machine stay on and sparking mixed reactions about its novelty versus existing DIY solutions.

AI CodingClaude CodeMobile Development
0 likes · 4 min read
How Claude Code’s New Remote Control Lets You Code Anywhere
Alibaba Cloud Developer
Alibaba Cloud Developer
Feb 25, 2026 · Artificial Intelligence

Why AI Agents Beat Traditional Code and Workflows: Exploring ReAct

This article compares traditional hard‑coded programming, visual workflow tools, and ReAct‑based AI agents, showing how agents let natural language drive decisions, reduce maintenance cost, and enable dynamic, user‑friendly solutions, with concrete code examples and a GitHub reference.

AgentFunctionCallingReact
0 likes · 9 min read
Why AI Agents Beat Traditional Code and Workflows: Exploring ReAct
Alibaba Cloud Developer
Alibaba Cloud Developer
Feb 24, 2026 · Artificial Intelligence

Master ReAct Agents: From Observation to Action with Real Code Examples

This article introduces the ReAct agent paradigm—combining reasoning and acting—explains its observation‑think‑act loop, showcases a step‑by‑step weather‑and‑clothing example, outlines essential components, provides pseudo‑code for the execution flow, and links to the Lynxe Func‑Agent framework on GitHub.

AgentLLMReact
0 likes · 11 min read
Master ReAct Agents: From Observation to Action with Real Code Examples
PMTalk Product Manager Community
PMTalk Product Manager Community
Feb 19, 2026 · Product Management

When to Start Using AI for Product Prototyping: Stages, Tools, and Workflow

The article outlines practical guidelines for product teams on when to introduce AI into prototype design, presenting three "don't draw" and three "must draw" rules, a four‑dimensional tool‑selection framework, a three‑stage AI‑driven workflow, and why product managers remain indispensable despite AI advances.

AIProduct Designprototyping
0 likes · 11 min read
When to Start Using AI for Product Prototyping: Stages, Tools, and Workflow
DataFunTalk
DataFunTalk
Feb 9, 2026 · Artificial Intelligence

Unlocking Your Mac with OpenClaw: 6 Practical AI Assistant Tips

This article shares a hands‑on walkthrough of using OpenClaw as a personal AI assistant on macOS, covering file search, knowledge‑base syncing, calendar automation, unified chatbot access, task scheduling, and screen‑capture skills, while highlighting model choices and future integration ideas.

AI AssistantOpenClawPersonal Agent
0 likes · 15 min read
Unlocking Your Mac with OpenClaw: 6 Practical AI Assistant Tips
Data STUDIO
Data STUDIO
Feb 6, 2026 · Artificial Intelligence

Building a Basic Chatbot with LangGraph: Step‑by‑Step AI Agent Tutorial

This article walks through building AI agents with LangGraph in Python, starting with a simple GCD workflow and then creating a memory‑enabled chatbot using GPT‑4o, covering state management, nodes, edges, conditional loops, recursion limits, and visual debugging.

AI agentsChatbotLLM
0 likes · 18 min read
Building a Basic Chatbot with LangGraph: Step‑by‑Step AI Agent Tutorial
Data STUDIO
Data STUDIO
Feb 3, 2026 · Artificial Intelligence

Build a Self‑Thinking AI Agent with LangGraph: A Step‑by‑Step Guide

This tutorial explains how LangGraph adds explicit control‑flow, cycles, and shared state to LLM applications, and walks through building a Strava‑based intelligent training coach with Python code, node definitions, state design, graph assembly, and GitHub Actions deployment.

AI agentsLLMLangGraph
0 likes · 12 min read
Build a Self‑Thinking AI Agent with LangGraph: A Step‑by‑Step Guide
AI Waka
AI Waka
Jan 31, 2026 · Artificial Intelligence

Build a 2026‑Ready LangGraph AI Agent: A Step‑by‑Step Guide

This tutorial walks you through constructing a LangGraph‑based AI agent for automated Strava training plans, covering core concepts like state, nodes, and edges, detailed workflow steps, Python code examples, conditional graph routing, testing, and deployment via GitHub Actions.

AI AgentAutomationLLM
0 likes · 18 min read
Build a 2026‑Ready LangGraph AI Agent: A Step‑by‑Step Guide
Selected Java Interview Questions
Selected Java Interview Questions
Jan 30, 2026 · Backend Development

When to Use Git Merge vs Rebase: A Practical Comparison

This article walks through a common development scenario where two feature branches diverge from master, demonstrating how merge and rebase handle integration, conflict resolution, and commit history, and provides guidance on when each strategy is appropriate.

GitVersion Controlconflict resolution
0 likes · 7 min read
When to Use Git Merge vs Rebase: A Practical Comparison
DevOps Coach
DevOps Coach
Jan 21, 2026 · Artificial Intelligence

Turn Any Codebase into AI‑Ready Context in 30 Seconds

The author shares a workflow that lets developers convert any code repository into a structured, AI‑friendly context file within seconds using tools like Repomix and OneFileLLM, enabling seamless switching among IDEs, ChatGPT, Claude, Gemini and other models while maintaining full control over included files and queries.

AICode ContextLLM tools
0 likes · 8 min read
Turn Any Codebase into AI‑Ready Context in 30 Seconds