Code Conventions

[type]: description

Optional body with more details

[fix]: Handle null pointer in model response

Affected packages:
- core/providers/openai/
- core/schemas/

Impact: Fixes intermittent crashes when provider returns malformed response

[feat]: Add retry logic to MCP client manager

Implements exponential backoff for transient errors (connection timeouts, network issues).
Retries only for transient errors, fails immediately for permanent errors (auth, config).

Affected packages:
- core/mcp/clientmanager.go - Connection retry logic
- core/mcp/utils.go - Retry executor and error classification
- core/mcp/healthmonitor.go - Automatic reconnection

Tests:
- Added tests for retry backoff progression
- Added tests for error classification

[feat]: Add resilient MCP connection handling

Commit 1: [feat]: MCP utils - Add retry executor with exponential backoff
Commit 2: [fix]: MCP client - Use retry logic for connection establishment
Commit 3: [feat]: MCP health monitor - Add automatic reconnection

// Exported functions first
func NewClient(config Config) (*Client, error) {
    // implementation
}

// Exported methods
func (c *Client) Do(ctx context.Context) error {
    // implementation
}

// Unexported helper functions
func (c *Client) validate() error {
    // implementation
}

// Package mcp provides Model Context Protocol integration
// for connecting AI models to external tools and services.
package mcp

// Client manages connections to MCP servers.
type Client struct {
    // fields...
}

// Connect establishes a connection to the MCP server.
// Returns an error if the connection fails.
func (c *Client) Connect(ctx context.Context) error {
    // implementation
}

// Imports
import React from 'react';
import { useContext } from 'react';

// Types
interface Props {
  id: string;
  onSubmit: (data: FormData) => Promise<void>;
}

// Component
export const MyComponent: React.FC<Props> = ({ id, onSubmit }) => {
  return (
    <div>
      {/* implementation */}
    </div>
  );
};

func TestProcessRequest(t *testing.T) {
    tests := []struct {
        name    string
        input   string
        want    string
        wantErr bool
    }{
        {"valid input", "test", "result", false},
        {"invalid input", "", "", true},
    }

    for _, tt := range tests {
        t.Run(tt.name, func(t *testing.T) {
            got, err := ProcessRequest(tt.input)
            if (err != nil) != tt.wantErr {
                t.Errorf("unexpected error: %v", err)
            }
            if got != tt.want {
                t.Errorf("got %s, want %s", got, tt.want)
            }
        })
    }
}

# Run all tests
make test-all

# Run specific test suite
make test-core PROVIDER=openai

# Run specific test case
make test-core PROVIDER=openai TESTCASE=TestName/SubTest

---
title: "Semantic Caching"
description: "Intelligent response caching based on semantic similarity"
icon: "database"
---

## Overview

Semantic caching intelligently caches responses...

## Configuration

```yaml
plugins:
  semantic_cache:
    enabled: true

## Pull Request Conventions

See [Raising a PR](/contributing/raising-a-pr) for detailed guidelines. Key points:

1. **Commit messages**: Follow `[type]: description` format
2. **Package listing**: Always mention affected packages
3. **Changelog updates**: Update `changelog.md` for each affected package
4. **Tests**: Ensure all tests pass before opening PR
5. **Documentation**: Update docs if behavior changes

## Changelog Format

For each package you modify, update its `changelog.md` file at the top with:

**Example:**
```markdown
[feat]: add semantic caching support for image generation [@prathammaxim](https://github.com/prathammaxim)
[fix]: handle null pointer in response parsing [@username](https://github.com/username)
[refactor]: simplify model caching logic [@username](https://github.com/username)

# Format code
make fmt

# Run linter
make lint

# Run tests
make test-all