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inShocking

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12 recent articles
inShocking
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
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 ToolsContext Optimization
0 likes · 10 min read
Inshocking Picks #1: 5 AI Agent Projects to Watch – Orchestration, Context Optimization, Multi‑Platform Assistants
inShocking
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.

Agent ArchitectureClaude CodeLLM
0 likes · 16 min read
What to Store and When to Skip: Lessons from Claude Code’s Memory Mechanism
inShocking
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 planningClaudeGitHub
0 likes · 9 min read
When Claude’s Bad Schedule Made Me Laugh, I Built My First No‑Code Skill
inShocking
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 reliabilityMemory Management
0 likes · 11 min read
From Chatty to Capable: Key Challenges and Solutions for Deploying AI Agents in Production
inShocking
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.

fzfghosttylazygit
0 likes · 25 min read
Why Switch from iTerm2 + oh‑my‑zsh + tmux to Ghostty? Quick Setup Guide
inShocking
inShocking
Apr 8, 2026 · Artificial Intelligence

Build Your Own Personal LLM Wiki (No RAG) – A Step‑by‑Step Guide

This article walks through how to assemble a personal LLM‑driven wiki using Claude Code, Obsidian, and the open‑source qmd search engine, detailing the directory layout, CLAUDE.md workflow spec, ingestion/query/health‑check cycles, and how the approach can be extended for enterprise knowledge bases.

AI agentsClaude CodeEnterprise Wiki
0 likes · 12 min read
Build Your Own Personal LLM Wiki (No RAG) – A Step‑by‑Step Guide
inShocking
inShocking
Apr 3, 2026 · Artificial Intelligence

March 2026 AI Tools: Agents Move from Feature Race to Trust Infrastructure

In March 2026 the AI‑tool ecosystem buzzed with new features—Claude Code’s Auto Mode, OpenAI Codex’s Rust overhaul, Gemini CLI’s ADK migration, and rapid iterations from Kimi and Qwen—but the real turning point was a shift from pure capability competition to a race for trustworthy, transparent, and controllable agent infrastructure.

AI toolsAgent infrastructureTrust
0 likes · 11 min read
March 2026 AI Tools: Agents Move from Feature Race to Trust Infrastructure
inShocking
inShocking
Mar 24, 2026 · Artificial Intelligence

How to Build Effective AI Agents: Key Principles, Patterns, and When to Use Them

The article analyzes Anthropic's guidance on building effective AI agents, contrasts workflow and agent architectures, outlines criteria for choosing agents, presents six incremental design patterns, and shares practical principles such as simplicity, transparency, and robust tool interfaces.

AI agentsAgent designLLM memory
0 likes · 9 min read
How to Build Effective AI Agents: Key Principles, Patterns, and When to Use Them