Go
13 Oct 2026
Automated AI Code Review on Golang Pull Requests: Complete Setup
Build an automated code review system with AI for Go PRs. Custom reviewer bot, Copilot integration, review …
31 mnt
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Go
12 Oct 2026
Spec Validation in Golang CI/CD: Automatically Ensure Code Matches the Spec
Integrate specify audit into a CI pipeline for Go. Auto-validate that every PR meets the acceptance criteria …
30 mnt
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Go
09 Oct 2026
Setting Up Claude Code in GitHub Actions for Golang: Auth, CLAUDE.md, API
A complete guide to setting up Claude Code in GitHub Actions for a Go project. Configure the API key, access …
25 mnt
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Go
08 Oct 2026
Architecture of an AI-Assisted CI/CD Pipeline for Golang: A Complete Blueprint
An architecture blueprint for an AI-assisted pipeline for a Go service. Layer-by-layer design: syntactic, …
23 mnt
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Go
07 Oct 2026
Why AI Belongs in a Golang CI/CD Pipeline? More Than a Code Generator
AI in a CI/CD pipeline is not just a code generator — it's a quality gate, a spec validator, and an automation …
20 mnt
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Go
06 Oct 2026
Bridge to AI-Powered Go Apps: Transferring Skills from AI Tools to LLM Development
The closing article of Topic 3. How skills from AI coding tools become the foundation for building AI-powered …
25 mnt
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Go
05 Oct 2026
Security & Privacy for AI Coding Tools in Golang: A Complete Team Guide
A security and privacy guide for using AI coding tools on Go projects. Threat model, a safe policy, per-tool …
27 mnt
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Go
02 Oct 2026
AI in the Go CI/CD Pipeline: Quality Gates, Auto Review, Architecture Check
Integrate AI tools into the Golang CI/CD pipeline. Pre-commit AI review, GitHub Actions quality gates, …
22 mnt
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Go
01 Oct 2026
AI Context Management for a Go Monorepo: CLAUDE.md Hierarchy, go.work
How to manage AI tools context effectively in a Go monorepo. Root and per-service CLAUDE.md hierarchy, shared …
22 mnt
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Go
30 Sep 2026
Multi-Tool AI Strategy for Golang: Combining Claude Code, Cursor, Copilot
A strategy for using multiple AI coding tools optimally in Go development. When to use Claude Code vs Cursor …
25 mnt
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Go
29 Sep 2026
Pair Programming with AI in Golang: Claude Code, Cursor, Copilot
How to pair program effectively with AI for Go development. Interaction patterns, when the AI becomes the …
26 mnt
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Go
28 Sep 2026
AI Code Review Golang: How AI Becomes an Effective Reviewer for Go
Using AI as a code reviewer for Golang. Setting up pre-PR AI review, custom review rules, GitHub Actions …
24 mnt
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Go
25 Sep 2026
Refactoring Golang with AI: A Strategy for Safe Large-Scale Changes
How to refactor Go safely and effectively with AI. From simple renames to extracting interfaces and migrating …
24 mnt
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Go
24 Sep 2026
TATD: Test-Driven AI Development in Golang — The Red-Green-Refactor Workflow with AI
Test-Driven AI Development for Go: a tests-first workflow with AI that produces high-quality code. …
24 mnt
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Go
23 Sep 2026
Context Files for AI Tools in Golang: CLAUDE.md, .cursorrules, Copilot Instructions Compared
How to write optimal context files for every AI coding tool. CLAUDE.md, .cursorrules, copilot-instructions.md, …
22 mnt
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