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c4ceb26
feat: circuit breaker plugin core
TejasGhatte b3774ac
feat: tests for circuit breaker
TejasGhatte e9a238b
feat: utility functions
TejasGhatte 64b65c5
chore: updater version
TejasGhatte 8fe7923
fix: validate configs and set defaults
TejasGhatte 4dfe968
feat: update plugin with short circuit and allow fallbacks
TejasGhatte c7912d9
fix: updated error messages
TejasGhatte 6521a2a
feat: added readme
TejasGhatte c3ac558
chore: updated readme, added image
TejasGhatte 2a4add3
chore: renamed from circuit_breaker to circuitbreaker for consistency
TejasGhatte c3b49c2
chore: added state diagram for circuit breaker
TejasGhatte da3d539
feat: enhanced time based window working and used logger instead of p…
TejasGhatte 3f73169
fix: minor fixes
TejasGhatte a62b96d
feat: enhanced cleanup of time based window
TejasGhatte c6dd944
chore: changed function name
TejasGhatte 188c462
chore: updated readme
TejasGhatte b86f172
feat: consider status 429 as failure
TejasGhatte 9e1d376
chore: updated readme
TejasGhatte 33cbd71
fix: error condition
TejasGhatte 85f3db7
chore: fixed comment
TejasGhatte 17dc59b
chore: describe circuit state in readme
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| # Bifrost Circuit Breaker Plugin | ||
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| The Circuit Breaker plugin for Bifrost provides automatic failure detection and recovery for AI provider requests. It monitors request failures and slow calls, automatically opening the circuit when thresholds are exceeded to prevent cascading failures. | ||
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| ## Quick Start | ||
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| ### Download the Plugin | ||
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| ```bash | ||
| go get github.com/maximhq/bifrost/plugins/circuitbreaker | ||
| ``` | ||
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| ### Basic Usage | ||
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| ```go | ||
| package main | ||
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| import ( | ||
| "context" | ||
| "time" | ||
| bifrost "github.com/maximhq/bifrost/core" | ||
| "github.com/maximhq/bifrost/core/schemas" | ||
| circuitbreaker "github.com/maximhq/bifrost/plugins/circuitbreaker" | ||
| ) | ||
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| func main() { | ||
| // Create plugin with default configuration | ||
| circuitbreakerPlugin, err := circuitbreaker.NewCircuitBreakerPlugin(circuitbreaker.CircuitBreakerConfig{ | ||
| FailureRateThreshold: 0.5, // 50% failure rate threshold | ||
| SlowCallRateThreshold: 0.5, // 50% slow call rate threshold | ||
| SlowCallDurationThreshold: 5 * time.Second, | ||
| MinimumNumberOfCalls: 10, | ||
| SlidingWindowType: circuitbreaker.CountBased, // Track last N calls | ||
| SlidingWindowSize: 100, // Track last 100 calls | ||
| PermittedNumberOfCallsInHalfOpenState: 5, | ||
| MaxWaitDurationInHalfOpenState: 60 * time.Second, | ||
| }) | ||
| if err != nil { | ||
| panic(err) | ||
| } | ||
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| // Initialize Bifrost with the plugin | ||
| client, err := bifrost.Init(schemas.BifrostConfig{ | ||
| Account: &yourAccount, | ||
| Plugins: []schemas.Plugin{circuitbreakerPlugin}, | ||
| }) | ||
| if err != nil { | ||
| panic(err) | ||
| } | ||
| defer client.Cleanup() | ||
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| // Circuit breaker will automatically protect your requests | ||
| response, err := client.ChatCompletionRequest(context.Background(), &schemas.BifrostRequest{ | ||
| Provider: schemas.OpenAI, | ||
| Model: "gpt-4", | ||
| Input: schemas.RequestInput{ | ||
| ChatCompletionInput: &[]schemas.BifrostMessage{ | ||
| { | ||
| Role: schemas.ModelChatMessageRoleUser, | ||
| Content: schemas.MessageContent{ | ||
| ContentStr: bifrost.Ptr("Hello!"), | ||
| }, | ||
| }, | ||
| }, | ||
| }, | ||
| }) | ||
| } | ||
| ``` | ||
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| ### State Diagram of Circuit Breaker | ||
|  | ||
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| ## Configuration | ||
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| ### CircuitBreakerConfig | ||
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| | Field | Type | Default | Description | | ||
| |-------|------|---------|-------------| | ||
| | `FailureRateThreshold` | `float64` | `0.5` | Failure rate threshold (0.0 to 1.0) | | ||
| | `SlowCallRateThreshold` | `float64` | `0.5` | Slow call rate threshold (0.0 to 1.0) | | ||
| | `SlowCallDurationThreshold` | `time.Duration` | `5s` | Duration threshold for slow calls | | ||
| | `MinimumNumberOfCalls` | `int` | `10` | Minimum calls before evaluation | | ||
| | `SlidingWindowType` | `string` | `"count-based"` | `"count-based"` or `"time-based"` | | ||
| | `SlidingWindowSize` | `int` | `100` | Size of sliding window (calls for count-based, seconds for time-based) | | ||
| | `PermittedNumberOfCallsInHalfOpenState` | `int` | `5` | Calls allowed in half-open state | | ||
| | `MaxWaitDurationInHalfOpenState` | `time.Duration` | `60s` | Wait time before half-open transition | | ||
| | `Logger` | `schemas.Logger` | `bifrost.NewDefaultLogger(schemas.LogLevelInfo)` | Logger for circuit breaker operations | | ||
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| ### Sliding Window Types | ||
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| The circuit breaker supports two types of sliding windows for collecting metrics: | ||
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| #### Count-Based Sliding Window | ||
| - **Type**: `"count-based"` | ||
| - **Size**: Number of most recent calls to track | ||
| - **Behavior**: Maintains a fixed-size circular buffer of the last N calls | ||
| - **Use Case**: When you want to evaluate based on a specific number of recent requests | ||
| - **Example**: Track the last 100 calls to evaluate failure rates | ||
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| #### Time-Based Sliding Window | ||
| - **Type**: `"time-based"` | ||
| - **Size**: Duration in seconds to look back | ||
| - **Behavior**: Maintains all calls within the specified time window | ||
| - **Use Case**: When you want to evaluate based on a time period | ||
| - **Example**: Track all calls in the last 5 minutes to evaluate failure rates | ||
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| ### Configuration Examples | ||
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| #### Count-Based Sliding Window (Default) | ||
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| ```go | ||
| config := circuitbreaker.CircuitBreakerConfig{ | ||
| FailureRateThreshold: 0.3, // 30% failure rate threshold | ||
| SlowCallRateThreshold: 0.4, // 40% slow call rate threshold | ||
| SlowCallDurationThreshold: 10 * time.Second, | ||
| MinimumNumberOfCalls: 20, | ||
| SlidingWindowType: circuitbreaker.CountBased, // Track last N calls | ||
| SlidingWindowSize: 200, // Track last 200 calls | ||
| PermittedNumberOfCallsInHalfOpenState: 3, | ||
| MaxWaitDurationInHalfOpenState: 30 * time.Second, | ||
| } | ||
| ``` | ||
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| #### Time-Based Sliding Window | ||
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| ```go | ||
| config := circuitbreaker.CircuitBreakerConfig{ | ||
| FailureRateThreshold: 0.3, // 30% failure rate threshold | ||
| SlowCallRateThreshold: 0.4, // 40% slow call rate threshold | ||
| SlowCallDurationThreshold: 10 * time.Second, | ||
| MinimumNumberOfCalls: 20, | ||
| SlidingWindowType: circuitbreaker.TimeBased, // Track calls in time window | ||
| SlidingWindowSize: 300, // Track calls in last 300 seconds (5 minutes) | ||
| PermittedNumberOfCallsInHalfOpenState: 3, | ||
| MaxWaitDurationInHalfOpenState: 30 * time.Second, | ||
| } | ||
| ``` | ||
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| ### Logging Configuration | ||
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| The circuit breaker plugin includes comprehensive logging to help you monitor its behavior. By default, it uses Bifrost's default logger with `Info` level logging. You can customize the logger by providing your own implementation: | ||
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| ```go | ||
| // Use custom logger | ||
| customLogger := yourCustomLoggerImplementation | ||
| config := circuitbreaker.CircuitBreakerConfig{ | ||
| FailureRateThreshold: 0.3, | ||
| // ... other config options | ||
| Logger: customLogger, // Use your custom logger | ||
| } | ||
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| // Or use Bifrost's default logger with different log level | ||
| config := circuitbreaker.CircuitBreakerConfig{ | ||
| FailureRateThreshold: 0.3, | ||
| // ... other config options | ||
| Logger: bifrost.NewDefaultLogger(schemas.LogLevelDebug), // More verbose logging | ||
| } | ||
| ``` | ||
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| ## Circuit States | ||
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| ### CLOSED (Normal Operation) | ||
| - Requests are sent to providers normally | ||
| - Circuit breaker monitors failures and slow calls | ||
| - Metrics are collected in sliding window | ||
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| ### OPEN (Failure Protection) | ||
| - All requests are immediately rejected | ||
| - No provider calls are made | ||
| - Prevents cascading failures | ||
| - Automatically transitions to HALF_OPEN after wait duration | ||
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| ### HALF_OPEN (Recovery Testing) | ||
| - Limited number of requests are allowed through | ||
| - Success/failure determines next state | ||
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| - Success → CLOSED (recovery complete) | ||
| - Failure → OPEN (still failing) | ||
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| ### CircuitState Type | ||
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| The `CircuitState` type is an `int32` enum that represents the three possible states of the circuit breaker. It includes a `String()` method that provides human-readable string representations: | ||
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| - `StateClosed` → `"CLOSED"` | ||
| - `StateOpen` → `"OPEN"` | ||
| - `StateHalfOpen` → `"HALF_OPEN"` | ||
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| This is useful for logging, debugging, and displaying circuit breaker status in monitoring dashboards. | ||
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| ### Error Classification | ||
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| The circuit breaker distinguishes between different types of errors: | ||
| - **Server Errors (5xx)**: Considered failures that contribute to the failure rate | ||
| - **Rate Limit Errors (429)**: Considered failures that contribute to the failure rate | ||
| - **Other Client Errors (4xx)**: Considered successful for circuit breaker purposes (e.g., invalid requests, authentication errors) | ||
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| This classification ensures that rate limiting issues and server-side problems trigger circuit breaker protection, while other client-side issues (like invalid API keys or malformed requests) don't. | ||
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| ## Monitoring | ||
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| ### Get Circuit State | ||
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| ```go | ||
| state := plugin.GetState(schemas.OpenAI) | ||
| switch state { | ||
| case circuitbreaker.StateClosed: | ||
| fmt.Println("Circuit is CLOSED - normal operation") | ||
| case circuitbreaker.StateOpen: | ||
| fmt.Println("Circuit is OPEN - requests blocked") | ||
| case circuitbreaker.StateHalfOpen: | ||
| fmt.Println("Circuit is HALF_OPEN - testing recovery") | ||
| } | ||
| ``` | ||
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| ### Get Metrics | ||
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| ```go | ||
| metrics, err := plugin.GetMetrics(schemas.OpenAI) | ||
| if err == nil { | ||
| fmt.Printf("Total Calls: %d\n", metrics.TotalCalls) | ||
| fmt.Printf("Failed Calls: %d\n", metrics.FailedCalls) | ||
| fmt.Printf("Failure Rate: %.2f%%\n", metrics.FailureRate*100) | ||
| fmt.Printf("Slow Call Rate: %.2f%%\n", metrics.SlowCallRate*100) | ||
| } | ||
| ``` | ||
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| ## Advanced Operations | ||
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| ### Manual Circuit Control | ||
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| The circuit breaker provides manual control functions for testing and emergency situations: | ||
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| ```go | ||
| // Force the circuit to open state (blocks all requests) | ||
| err := plugin.ForceOpen(schemas.OpenAI) | ||
| if err != nil { | ||
| fmt.Printf("Error forcing circuit open: %v\n", err) | ||
| } | ||
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| // Force the circuit to closed state (allows all requests) | ||
| err = plugin.ForceClose(schemas.OpenAI) | ||
| if err != nil { | ||
| fmt.Printf("Error forcing circuit closed: %v\n", err) | ||
| } | ||
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| // Reset the circuit breaker (clears all metrics and returns to closed state) | ||
| err = plugin.Reset(schemas.OpenAI) | ||
| if err != nil { | ||
| fmt.Printf("Error resetting circuit: %v\n", err) | ||
| } | ||
| ``` | ||
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| **Note**: Manual control should be used sparingly and primarily for testing or emergency situations. The automatic circuit breaker logic is designed to handle most scenarios optimally. | ||
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| ## Performance | ||
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| The Circuit Breaker plugin is optimized for high-performance scenarios: | ||
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| - **Atomic Operations**: Uses atomic counters for thread-safe statistics | ||
| - **Lock-Free Reads**: Read operations don't block other operations | ||
| - **Memory Efficient**: Pre-allocated data structures with minimal allocations | ||
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| ## Best Practices | ||
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| 1. **Monitor Metrics**: Regularly check circuit states and failure rates | ||
| 2. **Adjust Thresholds**: Lower thresholds for critical services, higher for non-critical | ||
| 3. **Test Recovery**: Verify half-open state works correctly in your environment | ||
| 4. **Use Fallbacks**: Combine with Bifrost's fallback providers for maximum resilience | ||
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| **Need help?** Check the [Bifrost documentation](../../docs/plugins.md) or open an issue on GitHub. | ||
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| module github.com/maximhq/bifrost/plugins/circuitbreaker | ||
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| go 1.24.1 | ||
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| toolchain go1.24.4 | ||
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| require github.com/maximhq/bifrost/core v1.1.6 | ||
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| require ( | ||
| cloud.google.com/go/compute/metadata v0.3.0 // indirect | ||
| github.com/andybalholm/brotli v1.1.1 // indirect | ||
| github.com/aws/aws-sdk-go-v2 v1.36.3 // indirect | ||
| github.com/aws/aws-sdk-go-v2/config v1.29.14 // indirect | ||
| github.com/aws/aws-sdk-go-v2/credentials v1.17.67 // indirect | ||
| github.com/aws/aws-sdk-go-v2/feature/ec2/imds v1.16.30 // indirect | ||
| github.com/aws/aws-sdk-go-v2/internal/configsources v1.3.34 // indirect | ||
| github.com/aws/aws-sdk-go-v2/internal/endpoints/v2 v2.6.34 // indirect | ||
| github.com/aws/aws-sdk-go-v2/internal/ini v1.8.3 // indirect | ||
| github.com/aws/aws-sdk-go-v2/service/internal/accept-encoding v1.12.3 // indirect | ||
| github.com/aws/aws-sdk-go-v2/service/internal/presigned-url v1.12.15 // indirect | ||
| github.com/aws/aws-sdk-go-v2/service/sso v1.25.3 // indirect | ||
| github.com/aws/aws-sdk-go-v2/service/ssooidc v1.30.1 // indirect | ||
| github.com/aws/aws-sdk-go-v2/service/sts v1.33.19 // indirect | ||
| github.com/aws/smithy-go v1.22.3 // indirect | ||
| github.com/goccy/go-json v0.10.5 // indirect | ||
| github.com/google/uuid v1.6.0 // indirect | ||
| github.com/klauspost/compress v1.18.0 // indirect | ||
| github.com/mark3labs/mcp-go v0.32.0 // indirect | ||
| github.com/spf13/cast v1.7.1 // indirect | ||
| github.com/valyala/bytebufferpool v1.0.0 // indirect | ||
| github.com/valyala/fasthttp v1.60.0 // indirect | ||
| github.com/yosida95/uritemplate/v3 v3.0.2 // indirect | ||
| golang.org/x/net v0.39.0 // indirect | ||
| golang.org/x/oauth2 v0.30.0 // indirect | ||
| golang.org/x/text v0.24.0 // indirect | ||
| ) |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,58 @@ | ||
| cloud.google.com/go/compute/metadata v0.3.0 h1:Tz+eQXMEqDIKRsmY3cHTL6FVaynIjX2QxYC4trgAKZc= | ||
| cloud.google.com/go/compute/metadata v0.3.0/go.mod h1:zFmK7XCadkQkj6TtorcaGlCW1hT1fIilQDwofLpJ20k= | ||
| github.com/andybalholm/brotli v1.1.1 h1:PR2pgnyFznKEugtsUo0xLdDop5SKXd5Qf5ysW+7XdTA= | ||
| github.com/andybalholm/brotli v1.1.1/go.mod h1:05ib4cKhjx3OQYUY22hTVd34Bc8upXjOLL2rKwwZBoA= | ||
| github.com/aws/aws-sdk-go-v2 v1.36.3 h1:mJoei2CxPutQVxaATCzDUjcZEjVRdpsiiXi2o38yqWM= | ||
| github.com/aws/aws-sdk-go-v2 v1.36.3/go.mod h1:LLXuLpgzEbD766Z5ECcRmi8AzSwfZItDtmABVkRLGzg= | ||
| github.com/aws/aws-sdk-go-v2/config v1.29.14 h1:f+eEi/2cKCg9pqKBoAIwRGzVb70MRKqWX4dg1BDcSJM= | ||
| github.com/aws/aws-sdk-go-v2/config v1.29.14/go.mod h1:wVPHWcIFv3WO89w0rE10gzf17ZYy+UVS1Geq8Iei34g= | ||
| github.com/aws/aws-sdk-go-v2/credentials v1.17.67 h1:9KxtdcIA/5xPNQyZRgUSpYOE6j9Bc4+D7nZua0KGYOM= | ||
| github.com/aws/aws-sdk-go-v2/credentials v1.17.67/go.mod h1:p3C44m+cfnbv763s52gCqrjaqyPikj9Sg47kUVaNZQQ= | ||
| github.com/aws/aws-sdk-go-v2/feature/ec2/imds v1.16.30 h1:x793wxmUWVDhshP8WW2mlnXuFrO4cOd3HLBroh1paFw= | ||
| github.com/aws/aws-sdk-go-v2/feature/ec2/imds v1.16.30/go.mod h1:Jpne2tDnYiFascUEs2AWHJL9Yp7A5ZVy3TNyxaAjD6M= | ||
| github.com/aws/aws-sdk-go-v2/internal/configsources v1.3.34 h1:ZK5jHhnrioRkUNOc+hOgQKlUL5JeC3S6JgLxtQ+Rm0Q= | ||
| github.com/aws/aws-sdk-go-v2/internal/configsources v1.3.34/go.mod h1:p4VfIceZokChbA9FzMbRGz5OV+lekcVtHlPKEO0gSZY= | ||
| github.com/aws/aws-sdk-go-v2/internal/endpoints/v2 v2.6.34 h1:SZwFm17ZUNNg5Np0ioo/gq8Mn6u9w19Mri8DnJ15Jf0= | ||
| github.com/aws/aws-sdk-go-v2/internal/endpoints/v2 v2.6.34/go.mod h1:dFZsC0BLo346mvKQLWmoJxT+Sjp+qcVR1tRVHQGOH9Q= | ||
| github.com/aws/aws-sdk-go-v2/internal/ini v1.8.3 h1:bIqFDwgGXXN1Kpp99pDOdKMTTb5d2KyU5X/BZxjOkRo= | ||
| github.com/aws/aws-sdk-go-v2/internal/ini v1.8.3/go.mod h1:H5O/EsxDWyU+LP/V8i5sm8cxoZgc2fdNR9bxlOFrQTo= | ||
| github.com/aws/aws-sdk-go-v2/service/internal/accept-encoding v1.12.3 h1:eAh2A4b5IzM/lum78bZ590jy36+d/aFLgKF/4Vd1xPE= | ||
| github.com/aws/aws-sdk-go-v2/service/internal/accept-encoding v1.12.3/go.mod h1:0yKJC/kb8sAnmlYa6Zs3QVYqaC8ug2AbnNChv5Ox3uA= | ||
| github.com/aws/aws-sdk-go-v2/service/internal/presigned-url v1.12.15 h1:dM9/92u2F1JbDaGooxTq18wmmFzbJRfXfVfy96/1CXM= | ||
| github.com/aws/aws-sdk-go-v2/service/internal/presigned-url v1.12.15/go.mod h1:SwFBy2vjtA0vZbjjaFtfN045boopadnoVPhu4Fv66vY= | ||
| github.com/aws/aws-sdk-go-v2/service/sso v1.25.3 h1:1Gw+9ajCV1jogloEv1RRnvfRFia2cL6c9cuKV2Ps+G8= | ||
| github.com/aws/aws-sdk-go-v2/service/sso v1.25.3/go.mod h1:qs4a9T5EMLl/Cajiw2TcbNt2UNo/Hqlyp+GiuG4CFDI= | ||
| github.com/aws/aws-sdk-go-v2/service/ssooidc v1.30.1 h1:hXmVKytPfTy5axZ+fYbR5d0cFmC3JvwLm5kM83luako= | ||
| github.com/aws/aws-sdk-go-v2/service/ssooidc v1.30.1/go.mod h1:MlYRNmYu/fGPoxBQVvBYr9nyr948aY/WLUvwBMBJubs= | ||
| github.com/aws/aws-sdk-go-v2/service/sts v1.33.19 h1:1XuUZ8mYJw9B6lzAkXhqHlJd/XvaX32evhproijJEZY= | ||
| github.com/aws/aws-sdk-go-v2/service/sts v1.33.19/go.mod h1:cQnB8CUnxbMU82JvlqjKR2HBOm3fe9pWorWBza6MBJ4= | ||
| github.com/aws/smithy-go v1.22.3 h1:Z//5NuZCSW6R4PhQ93hShNbyBbn8BWCmCVCt+Q8Io5k= | ||
| github.com/aws/smithy-go v1.22.3/go.mod h1:t1ufH5HMublsJYulve2RKmHDC15xu1f26kHCp/HgceI= | ||
| github.com/goccy/go-json v0.10.5 h1:Fq85nIqj+gXn/S5ahsiTlK3TmC85qgirsdTP/+DeaC4= | ||
| github.com/goccy/go-json v0.10.5/go.mod h1:oq7eo15ShAhp70Anwd5lgX2pLfOS3QCiwU/PULtXL6M= | ||
| github.com/google/uuid v1.6.0 h1:NIvaJDMOsjHA8n1jAhLSgzrAzy1Hgr+hNrb57e+94F0= | ||
| github.com/google/uuid v1.6.0/go.mod h1:TIyPZe4MgqvfeYDBFedMoGGpEw/LqOeaOT+nhxU+yHo= | ||
| github.com/klauspost/compress v1.18.0 h1:c/Cqfb0r+Yi+JtIEq73FWXVkRonBlf0CRNYc8Zttxdo= | ||
| github.com/klauspost/compress v1.18.0/go.mod h1:2Pp+KzxcywXVXMr50+X0Q/Lsb43OQHYWRCY2AiWywWQ= | ||
| github.com/mark3labs/mcp-go v0.32.0 h1:fgwmbfL2gbd67obg57OfV2Dnrhs1HtSdlY/i5fn7MU8= | ||
| github.com/mark3labs/mcp-go v0.32.0/go.mod h1:rXqOudj/djTORU/ThxYx8fqEVj/5pvTuuebQ2RC7uk4= | ||
| github.com/maximhq/bifrost/core v1.1.3 h1:EBxwxqpCNNs3ck44qBwqrTiKGD+1Avyb57fM3/2wTKs= | ||
| github.com/maximhq/bifrost/core v1.1.3/go.mod h1:8ycaWQ9bjQezoUT/x6a82VmPjoqLzyGglQ0RnnlZjqo= | ||
| github.com/maximhq/bifrost/core v1.1.6 h1:rZrfPVcAfNggfBaOTdu/w+xNwDhW79bfexXsw8LRoMQ= | ||
| github.com/maximhq/bifrost/core v1.1.6/go.mod h1:yMRCncTgKYBIrECSRVxMbY3BL8CjLbipJlc644jryxc= | ||
| github.com/spf13/cast v1.7.1 h1:cuNEagBQEHWN1FnbGEjCXL2szYEXqfJPbP2HNUaca9Y= | ||
| github.com/spf13/cast v1.7.1/go.mod h1:ancEpBxwJDODSW/UG4rDrAqiKolqNNh2DX3mk86cAdo= | ||
| github.com/valyala/bytebufferpool v1.0.0 h1:GqA5TC/0021Y/b9FG4Oi9Mr3q7XYx6KllzawFIhcdPw= | ||
| github.com/valyala/bytebufferpool v1.0.0/go.mod h1:6bBcMArwyJ5K/AmCkWv1jt77kVWyCJ6HpOuEn7z0Csc= | ||
| github.com/valyala/fasthttp v1.60.0 h1:kBRYS0lOhVJ6V+bYN8PqAHELKHtXqwq9zNMLKx1MBsw= | ||
| github.com/valyala/fasthttp v1.60.0/go.mod h1:iY4kDgV3Gc6EqhRZ8icqcmlG6bqhcDXfuHgTO4FXCvc= | ||
| github.com/xyproto/randomstring v1.0.5 h1:YtlWPoRdgMu3NZtP45drfy1GKoojuR7hmRcnhZqKjWU= | ||
| github.com/xyproto/randomstring v1.0.5/go.mod h1:rgmS5DeNXLivK7YprL0pY+lTuhNQW3iGxZ18UQApw/E= | ||
| github.com/yosida95/uritemplate/v3 v3.0.2 h1:Ed3Oyj9yrmi9087+NczuL5BwkIc4wvTb5zIM+UJPGz4= | ||
| github.com/yosida95/uritemplate/v3 v3.0.2/go.mod h1:ILOh0sOhIJR3+L/8afwt/kE++YT040gmv5BQTMR2HP4= | ||
| golang.org/x/net v0.39.0 h1:ZCu7HMWDxpXpaiKdhzIfaltL9Lp31x/3fCP11bc6/fY= | ||
| golang.org/x/net v0.39.0/go.mod h1:X7NRbYVEA+ewNkCNyJ513WmMdQ3BineSwVtN2zD/d+E= | ||
| golang.org/x/oauth2 v0.30.0 h1:dnDm7JmhM45NNpd8FDDeLhK6FwqbOf4MLCM9zb1BOHI= | ||
| golang.org/x/oauth2 v0.30.0/go.mod h1:B++QgG3ZKulg6sRPGD/mqlHQs5rB3Ml9erfeDY7xKlU= | ||
| golang.org/x/text v0.24.0 h1:dd5Bzh4yt5KYA8f9CJHCP4FB4D51c2c6JvN37xJJkJ0= | ||
| golang.org/x/text v0.24.0/go.mod h1:L8rBsPeo2pSS+xqN0d5u2ikmjtmoJbDBT1b7nHvFCdU= |
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🧹 Nitpick (assertive)
Your markdown spacing is giving me commitment issues!
The markdown formatting needs some TLC. Add blank lines around headings and lists for better readability.
Example fixes:
### State Diagram of Circuit Breaker + #### Count-Based Sliding Window + - **Type**: `"count-based"`### CLOSED (Normal Operation) + - Requests are sent to providers normallyAlso applies to: 98-106, 146-158
🧰 Tools
🪛 markdownlint-cli2 (0.17.2)
69-69: Headings should be surrounded by blank lines
Expected: 1; Actual: 0; Below
(MD022, blanks-around-headings)
🤖 Prompt for AI Agents