Sho Naka - DEV Community

Sho Naka

Aug 14

All 26 of My MCP Tools Failed the Same Way. My Test to Rule Out the Token Proved It Was the Problem.

#mcp #anthropic #github #debugging

3

10 min read

Sho Naka

Aug 12

I Used Claude Code Heavily. Then Codex Changed How I Hand Off Work.

#ai #productivity #agents #codex

1

6 min read

Sho Naka

Aug 8

My AI Answered in 5.8 Seconds and Said Nothing Useful. I Almost Blamed the Model.

#ai #llm #python #docker

2

8 min read

Summer Bug Smash: Smash Stories 🐛🛹

Sho Naka

Aug 7

My First Day With OpenTelemetry: Spans That Arrive but Measure Nothing

#bugsmash #opentelemetry #observability #python

2

1

11 min read

Sho Naka

Aug 6

~/.ssh/config's Permission Check: When OpenSSH Enforces It, and What Changes Between ssh -F and Include

#ssh #linux #testing #debugging

6

1

21 min read

Sho Naka

Aug 3

Building a 3D Scene from 30 Photos: Getting Gaussian Splatting Running on Colab

#python #machinelearning #computervision #tutorial

1

8 min read

Sho Naka

Jul 31

A Review Checklist Before You Import External AI Agent Definitions

#ai #claudecode #opensource #security

1

7 min read

Sho Naka

Jul 27

I Grepped My Own Claude Code Logs and Found the Hidden Tag Anthropic Never Shows You

#claudecode #anthropic #llm #security

1

2

6 min read

Sho Naka

Jul 26

Subagent Launch Costs: Audit Before You Try to Reduce

#claudecode #aiagents #llm #devops

13 min read

Sho Naka

Jul 25

Jacquard: A Language Where 'What Can This Code Touch?' Fits on One Line

#languages #effects #ai #security

1

6 min read

Sho Naka

Jul 23

3 Assumptions That Broke Before I Got gpt-oss-120b Working Through the Anthropic SDK

#python #api #llm #anthropic

1

6 min read

Sho Naka

Jul 22

I built a schemaless intake for my CRM. It silently dropped files three times.

#python #dataengineering #softwaredesign #architecture

1

17 min read

Sho Naka

Jul 22

Your GitHub Release URL Opens Fine. That's Not Proof You Can Get the Files Back

#github #devops #cicd #bash

1

9 min read

Sho Naka

Jul 22

My GitHub Actions run was green. It deployed nothing.

#githubactions #cicd #devops #github

2

14 min read

Sho Naka

Jul 17

I Almost Built a VSCode Extension. Four GitHub Searches Changed My Mind.

#cli #opensource #productivity #ai

1

9 min read

Sho Naka

Jul 15

I Built 3 Checks Into My AI's Slack Workflow. I've Used One of Them Zero Times.

#ai #mcp #slack #automation

7 min read

Sho Naka

Jul 14

The Humans Become the Bottleneck: A Structural View of AI-Augmented Teams

#aiagents #teamdesign #humanintheloop #operations

5 min read

Sho Naka

Jul 14

CLAUDE.md Is Not a Prompt File. It Is an Operating Boundary.

#ai #claude #contextengineering #devops

1

5 min read

Sho Naka

Jul 12

I Measured Claude Code's Prompt-Cache Cost Three Ways. 85% of It Wasn't Mine to Trim.

#claudecode #anthropic #llm #vscode

4 min read

Sho Naka

Jul 11

McDonald's ran an AI drive-thru pilot for 3 years across 100+ stores, then killed it. It wasn't an accuracy problem.

#aiadoption #digitaltransformation #productivity #genai

4 min read

Sho Naka

Jul 10

I Stopped Asking AI Agents to Behave: 3 Permission Levels Instead

#ai #aiagents #devops #automation

2

7 min read

Sho Naka

Jul 9

Open-ended delegation freezes half a room. Here's what unfroze them

#leadership #mentoring #management #productivity

9 min read

Sho Naka

Jul 7

My menu bar clock disappeared after a macOS update. I wrote a 50-line VS Code extension instead of trusting a marketplace one.

#vscode #security #macos #javascript

5 min read

Sho Naka

Jul 7

Guard Scripts Don't Stop an AI Agent From Publishing Your Draft. It Has a Shell

#ai #claudecode #security #automation

8 min read

Sho Naka

Jul 7

Stop Fixing Your AI Writing Prompt. Make These 5 Decisions First

#ai #writing #productivity #promptengineering

11 min read

Sho Naka

Jul 6

Don't Trust Your SSH Config Until ssh -G Proves It: The Host * Ordering Trap

#ssh #devops #security #beginners

6 min read

Sho Naka

Jul 5

LLM-as-Judge Is Too Lenient. Here's a Cheap Fix: Judge Refute (Maybe) Arbitrate

#ai #llm #architecture #testing

1

8 min read

Sho Naka

Jul 4

Why Skipping Research and Structure Costs More When You Know the Topic Well

#writing #productivity #softwaredesign #career

4 min read

Sho Naka

Jul 4

My Mac dev environment broke on every brew upgrade. Here's the shared-dependency bug I kept fixing wrong.

#homebrew #python #macos #devops

3 min read

Sho Naka

Jul 1

Why is the review getting stuck even though it became faster with the introduction of AI?

#ai

10 min read

Sho Naka

Jun 30

Choosing Between Image AI and Code-First Tools for Technical Diagrams: An 8-Tool Comparison

#illustrations #mermaid #python #plantuml

1

5 min read

Sho Naka

Jun 27

Tests Pass, Design Breaks: Why TDD Can't Hold the Line on Design Intent

#tdd #testing #softwaredesign #aidevelopment

1

7 min read

Sho Naka

Jun 26

My AI agent built a feature that already existed 15 times

#ai #agents #productivity #devops

4 min read

Sho Naka

Jun 26

AI made generation cheap. It did not make judgment cheap.

#ai #productivity #leadership #devops

1

5 min read

Sho Naka

Jun 24

No errors, but the email never arrives — it's probably not your code

#php #beginners #email #webdev

5 min read

Sho Naka

Jun 23

I Copied a Google AI Studio Session by Hand. Most of the Data Was Gone.

#aitools #googleaistudio #gemini #dataloss

1

3 min read

Sho Naka

Jun 23

Why AI Keeps Making the Same Mistake — And Why Correcting It Each Time Doesn't Work

#aicollaboration #claude #promptengineering #rlhf

1

6 min read

Sho Naka

Jun 22

Why 'Just Be Careful Next Time' Never Reaches an AI

#aicollaboration #aiagents #promptengineering #humanintheloop

1

6 min read

Writing Debut