JetBrains Introduces Plugin for Modern Go Code with AI Agents Junie and Claude Code

JetBrains has launched a new plugin that enhances AI agents Junie and Claude Code, enabling them to write modern Go code. This plugin integrates guidelines to ensure code generation utilizes the latest Go features as defined in the go.mod file of the user's project.
Key Features
- The plugin updates AI code generation to align with the current version of Go, mitigating issues of outdated code suggestions. For example, it replaces manual loops with the
slices.Contains()method for checking elements in a slice, a feature introduced in Go 1.21. - Data cutoff and frequency bias are managed by the plugin. Data cutoff refers to the training data not covering the newest Go releases, while frequency bias leads AI models to suggest commonly used but outdated code patterns.
Integration Details
- For Junie: Version 2xx.620.xx or newer automatically includes the plugin's guidelines. Users of older versions need to update via Settings → Plugins → Installed. The feature can be disabled in Settings → Tools → Junie → Project Settings → Go.
- For Claude Code: Install the plugin by adding the repository to the marketplace using the command:
/plugin marketplace add JetBrains/go-modern-guidelines. Then, install it with/plugin install modern-go-guidelines. Activate the guidelines with/use-modern-go.
This tool is particularly relevant for developers aiming to ensure their codebase remains updated with contemporary Go standards and practices, effectively preventing the proliferation of obsolete code patterns.
📖 Read the full source: HN AI Agents
👀 See Also

A System for Claude Code to Learn Your Project Over Time
A developer created a simple setup to help Claude Code retain context between sessions by adding a CLAUDE.md file, a docs folder with project conventions, and three prompts for bootstrapping, refining, and capturing patterns.

Obsidian Integration for Persistent Memory in OpenClaw and Claude Code
A Reddit user demonstrates how connecting OpenClaw and Claude Code to an Obsidian vault creates persistent long-term memory across sessions. The setup automatically links memories, context, project files, and notes, with all instances able to access shared memory when needed.

Galadriel: Open-Source Warm-Cache Harness for Persistent Claude Agents
Galadriel is a 3-tier stacked caching harness for Claude that reduces costs by 87% and latency to under 3s for 100K token prompts. Integrates MemPalace for persistent vector memory.

WhatsApp AI Assistant Built with Claude Code as OpenClaw Alternative
A developer built a WhatsApp AI assistant using Claude Code as the agentic brain, with a local relay server for WhatsApp webhooks and MCP server bridging. The project includes Arcade for scoped auth to Google Calendar, Gmail, and Slack.