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Latest from inShocking

15 recent articles

inShocking

Jul 7, 2026 · Backend Development

External Platform Integration Postmortem: From Unknown Code and New Workflow Pitfalls to AI Agent‑Driven Flow Clarity

A four‑day sprint turned into a week‑long integration effort, revealing hidden code paths, mismatched documentation, signature confusion, and field‑mapping errors, which were finally untangled by an AI Agent that mapped entry points, generated replayable curl commands, and produced a structured hand‑off document.

AI AgentAPI DebuggingBackend Development

0 likes · 10 min read

External Platform Integration Postmortem: From Unknown Code and New Workflow Pitfalls to AI Agent‑Driven Flow Clarity

inShocking

Jul 6, 2026 · Artificial Intelligence

AI Agent Core Technology Explained – Chapter 01: What Is a Foundational Agent?

The article breaks down how AI agents extend large language models by adding tools, memory, and looping mechanisms, explains the ReAct paradigm and its evolution, compares agents to traditional workflows, and outlines product perspectives, coding advantages, current maturity stages, and typical use‑case categories.

AI AgentCoding AgentLLM

0 likes · 11 min read

AI Agent Core Technology Explained – Chapter 01: What Is a Foundational Agent?

inShocking

Jun 20, 2026 · Industry Insights

What 813 AI Job Listings Reveal About Beijing’s AI Market

Analyzing 813 AI‑related positions from 555 Beijing companies, the author uncovers a startup‑dominated market, a shift from model competition to Agent‑driven automation, and emerging talent demands such as Multi‑Agent, RAG, and deployment expertise.

AI industry insightsAI recruitmentAgent workflow

0 likes · 14 min read

What 813 AI Job Listings Reveal About Beijing’s AI Market

inShocking

May 17, 2026 · Artificial Intelligence

5 Must‑Watch Tech Projects This Week: Agent Engineering, Rust CLI Tools, and the Dawn of an Agent Economy

This roundup highlights five noteworthy projects—Claude Code engineering skills, a Rust‑based terminal programming Agent, a persistent memory layer for AI coding Agents, the GPU‑accelerated Zed 1.0 editor, and pay.sh’s native Agent payment gateway—each illustrating a different layer of Agent engineering and its emerging ecosystem.

AI agentsCLIDeveloper Tools

0 likes · 10 min read

5 Must‑Watch Tech Projects This Week: Agent Engineering, Rust CLI Tools, and the Dawn of an Agent Economy

inShocking

May 10, 2026 · Artificial Intelligence

Inshocking Picks #1: 5 AI Agent Projects to Watch – Orchestration, Context Optimization, Multi‑Platform Assistants

This article reviews five standout GitHub‑trending AI Agent and developer‑tool projects—ruflo, AstrBot, context‑mode, AionUi, and TradingAgents—detailing the problems each solves, why they attracted rapid star growth, and which engineers would benefit from adopting them.

AI AgentCLI ToolsGitHub trending

0 likes · 10 min read

inShocking

May 7, 2026 · Artificial Intelligence

What to Store and When to Skip: Lessons from Claude Code’s Memory Mechanism

The article dissects Claude Code’s memory system, showing that the real challenge is deciding what information to keep and when to discard, and it details design principles, index‑content separation, LLM‑based retrieval, expiration handling, write‑path isolation, and practical improvements applied to the author’s own agent platform.

Claude CodeLLMagent architecture

0 likes · 16 min read

What to Store and When to Skip: Lessons from Claude Code’s Memory Mechanism

inShocking

May 4, 2026 · Artificial Intelligence

When Claude’s Bad Schedule Made Me Laugh, I Built My First No‑Code Skill

After Claude Code produced a ridiculous daily plan, I dissected its flaws, derived five planning principles, designed a nine‑stage workflow, and created the smart‑planner skill that automatically checks weather, asks for personal constraints, breaks tasks, and delivers a human‑friendly schedule.

AI planningAutomationClaude

0 likes · 9 min read

When Claude’s Bad Schedule Made Me Laugh, I Built My First No‑Code Skill

inShocking

Apr 29, 2026 · Artificial Intelligence

How I Turned Xiaomi MiMo’s 1.6 B Token Grant into an Automated AI Resource Hub

I applied for Xiaomi’s MiMo token grant, received a 1.6 billion‑token quota, and integrated it into a continuously running AI Resource Hub that uses a daily Hermes Agent to scrape, summarize, classify, tag, deduplicate, and update AI tools and knowledge for developers.

AI Resource HubAutomationHermes Agent

0 likes · 11 min read

How I Turned Xiaomi MiMo’s 1.6 B Token Grant into an Automated AI Resource Hub

inShocking

Apr 23, 2026 · Artificial Intelligence

From Chatty to Capable: Key Challenges and Solutions for Deploying AI Agents in Production

The article identifies five often‑overlooked engineering pitfalls—unstable model output, fragile tool chains, memory loss, multi‑tenant interference, and uncontrolled autonomy—and provides concrete validation, tool‑tiering, external memory, isolation, and risk‑based execution strategies to reliably move AI agents from demo to production.

AI agentsLLM reliabilityMulti-tenant Isolation

0 likes · 11 min read

From Chatty to Capable: Key Challenges and Solutions for Deploying AI Agents in Production

inShocking

Apr 13, 2026 · Operations

Why Switch from iTerm2 + oh‑my‑zsh + tmux to Ghostty? Quick Setup Guide

This article explains why moving from the classic iTerm2 + oh‑my‑zsh + tmux stack to Ghostty improves performance, native split‑screen, and consistency, and provides a step‑by‑step guide to install Ghostty together with essential CLI tools like fzf, ripgrep, lazygit, yazi and lsd for a fast, modern terminal workflow.

GhosttyTerminalfzf

0 likes · 25 min read

Why Switch from iTerm2 + oh‑my‑zsh + tmux to Ghostty? Quick Setup Guide