Code Wrench
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Code Wrench

Focuses on code debugging, performance optimization, and real-world engineering, sharing efficient development tips and pitfall guides. We break down technical challenges in a down-to-earth style, helping you craft handy tools so every line of code becomes a problem‑solving weapon. 🔧💻

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Code Wrench
Code Wrench
Dec 16, 2025 · Operations

Rescuing a Failing System: 3‑Step Triage Playbook Every Go Engineer Needs

This article explains how to demonstrate real‑world system‑engineering expertise in Go interviews by mastering incident triage, diagnosing CPU, memory, GC, and goroutine problems, and applying a three‑step "stop‑bleed, diagnose, cure" strategy to keep services alive.

GoPerformanceincident management
0 likes · 11 min read
Rescuing a Failing System: 3‑Step Triage Playbook Every Go Engineer Needs
Code Wrench
Code Wrench
Dec 15, 2025 · Backend Development

Rebuilding a Go Microservice Skeleton from Scratch: The EasyMS Journey

After abandoning Go‑Kit, the author refactors the EasyMS project into a fully controllable Golang microservice skeleton, detailing design goals, configuration system, service registration, middleware, and future enhancements while providing practical code examples and repository links.

ConfigurationFrameworkGo
0 likes · 8 min read
Rebuilding a Go Microservice Skeleton from Scratch: The EasyMS Journey
Code Wrench
Code Wrench
Dec 14, 2025 · Backend Development

How to Keep a Go System Stable: Middleware, Redis, MQ, and Beyond

This article breaks down the core concerns interviewers have for senior Go engineers—system stability, middleware pitfalls, Redis risk isolation, message‑queue buffering, distributed consistency, configuration management, ID design, and avalanche prevention—offering concrete insights and practical interview answers.

Distributed ConsistencyGoInterview preparation
0 likes · 11 min read
How to Keep a Go System Stable: Middleware, Redis, MQ, and Beyond
Code Wrench
Code Wrench
Dec 13, 2025 · Databases

Mastering Database Internals for Go Interviews: Indexes, Transactions, Locks, MVCC & Connection Pools

This article equips Go backend developers with deep, interview‑ready knowledge of database internals—covering how indexes truly work, why queries can still be slow, transaction isolation levels, lock types, MVCC mechanics, and connection‑pool tuning—to avoid performance pitfalls and stand out in technical interviews.

Connection PoolGoIndexes
0 likes · 12 min read
Mastering Database Internals for Go Interviews: Indexes, Transactions, Locks, MVCC & Connection Pools
Code Wrench
Code Wrench
Dec 12, 2025 · Backend Development

Master CGO: Deep Dive into Go‑C Interoperability, Performance & Interview Secrets

This article provides a comprehensive, low‑level explanation of Go’s CGO bridge, covering its purpose, performance overhead, scheduler interaction, pointer safety rules, memory‑management guidelines, common use‑cases, scenarios to avoid, optimization techniques, and a collection of high‑frequency interview questions with model answers.

GoInteroperabilityPerformance
0 likes · 8 min read
Master CGO: Deep Dive into Go‑C Interoperability, Performance & Interview Secrets
Code Wrench
Code Wrench
Dec 10, 2025 · Fundamentals

Master Go Interview Essentials: Concurrency, Interfaces, GC, and More

This comprehensive guide covers the core Go concepts most frequently asked in interviews—including goroutine scheduling, channel communication, interface internals, garbage‑collection mechanics, toolchain utilities, error handling patterns, and struct memory layout—providing clear explanations, code examples, and practical tips to help candidates transition from writing Go code to truly understanding the language.

Error HandlingGoStruct Layout
0 likes · 12 min read
Master Go Interview Essentials: Concurrency, Interfaces, GC, and More
Code Wrench
Code Wrench
Dec 9, 2025 · Artificial Intelligence

Building Memory v3: Adding Long‑Term Memory to Your Go AI Agent

This guide walks you through creating a Memory v3 module for a Go‑based AI agent, enabling long‑term storage of preferences, tasks, and context so the agent can recall and leverage past interactions for more personalized responses.

AgentGolangbackend
0 likes · 4 min read
Building Memory v3: Adding Long‑Term Memory to Your Go AI Agent
Code Wrench
Code Wrench
Dec 8, 2025 · Artificial Intelligence

How Go AI Agents Think: Inside the Reasoning Loop and Tool Integration

This tutorial walks through the core architecture of a Golang AI Agent, detailing the ReAct reasoning loop, tool‑calling mechanism, web‑search implementation, metadata handling, and the complete closed‑loop workflow that turns a simple chatbot into a local AutoGPT‑style assistant.

AI AgentGoReAct
0 likes · 9 min read
How Go AI Agents Think: Inside the Reasoning Loop and Tool Integration
Code Wrench
Code Wrench
Dec 6, 2025 · Artificial Intelligence

Build a Local Go AI Agent with Ollama and DeepSeek – MVP Guide

This article walks you through creating a fully offline, extensible AI programming assistant in Go, using Ollama and DeepSeek‑R1, covering project layout, message formats, function calling, tool integration, a simple WebSocket UI, and future extension ideas.

AI AgentGoOllama
0 likes · 10 min read
Build a Local Go AI Agent with Ollama and DeepSeek – MVP Guide