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Shimo

Building developer tools for AI agent workflows. Claude Code skills, dev workflow automation, and the occasional research prototype.

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Where to Put a Coding Agent's Knowledge — and How to Make It Stick

Where to Put a Coding Agent's Knowledge — and How to Make It Stick

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18 min read

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My Agent's Memory Broke — A Day Wrestling a 9B Model

My Agent's Memory Broke — A Day Wrestling a 9B Model

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11 min read
Not Reasoning, Not Tools — What If the Essence of AI Agents Is Memory?

Not Reasoning, Not Tools — What If the Essence of AI Agents Is Memory?

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14 min read
What Actually Happens When You Write an Article with AI — 20 Dialogues, 2 Hours, a Completely Different Core

What Actually Happens When You Write an Article with AI — 20 Dialogues, 2 Hours, a Completely Different Core

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8 min read
Do Autonomous Agents Really Need an Orchestration Layer?

Do Autonomous Agents Really Need an Orchestration Layer?

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9 min read
Every LLM App Is Just a Markdown-and-Code Sandwich

Every LLM App Is Just a Markdown-and-Code Sandwich

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7 min read
Natural Language as Architecture — Controlling an Autonomous Agent with Prompts, Memory, and Fail-Safe Design

Natural Language as Architecture — Controlling an Autonomous Agent with Prompts, Memory, and Fail-Safe Design

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8 min read
The Install and Hope Problem with MCP Tools

The Install and Hope Problem with MCP Tools

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5 min read
Prompt-Based Alignment Has a Ceiling — 3-Model Prisoner's Dilemma Evidence
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Prompt-Based Alignment Has a Ceiling — 3-Model Prisoner's Dilemma Evidence

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10 min read
click() Betrayed Me 3 Times — Playwright Magento Battle-Tested Patterns

click() Betrayed Me 3 Times — Playwright Magento Battle-Tested Patterns

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6 min read
I Built an AI Agent from Scratch Because Frameworks Are the Vulnerability
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I Built an AI Agent from Scratch Because Frameworks Are the Vulnerability

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16 min read
I Made a Paper I Don't Understand Run in the Browser — Active Inference Claude Code

I Made a Paper I Don't Understand Run in the Browser — Active Inference Claude Code

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10 min read
Obsidian's Official CLI Is Here — No More Hacking Your Vault from the Back Door
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Obsidian's Official CLI Is Here — No More Hacking Your Vault from the Back Door

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9 min read
Stop Using Default Settings — 10 Claude Code Configs That Actually Work
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Stop Using Default Settings — 10 Claude Code Configs That Actually Work

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9 min read
I Found the Shortest Route to Ship My Claude Code Skills to 57,000 Developers
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I Found the Shortest Route to Ship My Claude Code Skills to 57,000 Developers

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5 min read
I Gave Claude Code a Simulator and It Started Tapping and Taking Screenshots on Its Own
Cover image for I Gave Claude Code a Simulator and It Started Tapping and Taking Screenshots on Its Own

I Gave Claude Code a Simulator and It Started Tapping and Taking Screenshots on Its Own

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7 min read
Kimi Wrote 8,500 Lines, Blamed Me for Delegating, Then Claimed to Be Claude
Cover image for Kimi Wrote 8,500 Lines, Blamed Me for Delegating, Then Claimed to Be Claude

Kimi Wrote 8,500 Lines, Blamed Me for Delegating, Then Claimed to Be Claude

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7 min read
Embedding Memory into Claude Code: From Session Loss to Persistent Context
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Embedding Memory into Claude Code: From Session Loss to Persistent Context

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6 min read
Kimi Killed 4 of Claude's Best Ideas — An AI Peer Review in Practice
Cover image for Kimi Killed 4 of Claude's Best Ideas — An AI Peer Review in Practice

Kimi Killed 4 of Claude's Best Ideas — An AI Peer Review in Practice

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7 min read
I Asked Gemini How Its Own Deep Research Works — Half of It Was Inaccurate

I Asked Gemini How Its Own Deep Research Works — Half of It Was Inaccurate

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9 min read
Building a Claude Code Kimi K2.5 Hybrid Environment: Opus Designs, K2.5 Implements

Building a Claude Code Kimi K2.5 Hybrid Environment: Opus Designs, K2.5 Implements

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6 min read
Offloading AI's Weak Spots to Shell Scripts — Designing, Building, and Publishing a Skill Audit Command
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Offloading AI's Weak Spots to Shell Scripts — Designing, Building, and Publishing a Skill Audit Command

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11 min read
The Real Power of Claude Code Isn't Code Generation — It's Autonomous Context Orchestration
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The Real Power of Claude Code Isn't Code Generation — It's Autonomous Context Orchestration

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6 min read
Before and After Alignment — I Typed 'Hello' Into a Base Model and Got an Anime Review
Cover image for Before and After Alignment — I Typed 'Hello' Into a Base Model and Got an Anime Review

Before and After Alignment — I Typed 'Hello' Into a Base Model and Got an Anime Review

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5 min read
Running Claude Code from iPhone via SSH + tmux
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Running Claude Code from iPhone via SSH + tmux

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10 min read
Cursor to Zed: Disabling Built-in AI for a CLI-First Setup
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Cursor to Zed: Disabling Built-in AI for a CLI-First Setup

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11 min read
The Day I Told Claude Code 'You ARE the LLM'
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The Day I Told Claude Code 'You ARE the LLM'

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7 min read
What I Learned from Breaking My AI Pipeline for Two Days Straight
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What I Learned from Breaking My AI Pipeline for Two Days Straight

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6 min read
I Tried an Opus Orchestrator and Killed It — The ROI of Multi-Agent Systems
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I Tried an Opus Orchestrator and Killed It — The ROI of Multi-Agent Systems

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6 min read
15 Days of Skill Sprawl in Claude Code — Lessons from 3 Audits
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15 Days of Skill Sprawl in Claude Code — Lessons from 3 Audits

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10 min read
Never Trust LLM Output — 6 Defenses from Building a PDF-to-Anki CLI
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Never Trust LLM Output — 6 Defenses from Building a PDF-to-Anki CLI

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10 min read
Growing a Zenn Writing Environment from Scratch with Claude Code

Growing a Zenn Writing Environment from Scratch with Claude Code

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6 min read
A Beginner's First 10 Days of Real Development with ECC
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A Beginner's First 10 Days of Real Development with ECC

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9 min read
Tracking Skill Origins in Claude Code — How I Classified 79 Skills with origin Metadata

Tracking Skill Origins in Claude Code — How I Classified 79 Skills with origin Metadata

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3 min read
5 Things I Learned from Auditing All My Claude Code Config Files

5 Things I Learned from Auditing All My Claude Code Config Files

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4 min read
How I Organized 3,674 Obsidian Vault Files in One Day with Claude Code

How I Organized 3,674 Obsidian Vault Files in One Day with Claude Code

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6 min read
Zero Python Code: How I Built a Daily AI Research Report System
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Zero Python Code: How I Built a Daily AI Research Report System

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7 min read
Everything Claude Code (ECC) Complete Cheatsheet

Everything Claude Code (ECC) Complete Cheatsheet

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4 min read
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