resilience
codewithmukesh/dotnet-claude-kit
Resilience patterns for .NET 10 using Polly v8: retry, circuit breaker, timeout, fallback, and hedging.
What is resilience?
Polly v8 resilience pipelines for .NET 10 applications handle transient failures, prevent cascading outages, and gracefully degrade under load. Use this skill when implementing retry logic, circuit breakers, timeouts, or composing resilience strategies for HTTP clients, databases, or message queues.
- Configure HTTP client resilience with standard or custom handlers (retry, circuit breaker, timeout)
- Build typed and untyped resilience pipelines for non-HTTP operations (databases, queues)
- Compose multiple strategies (retry, circuit breaker, timeout, fallback, hedging) into a single pipeline
- Implement hedging (parallel requests) for latency-sensitive operations
- Instrument pipelines with OpenTelemetry metrics and structured logging
- Apply per-attempt and total timeouts to prevent hanging requests
How to install resilience
npx skills add https://github.com/codewithmukesh/dotnet-claude-kit --skill resilience- Polly v8 NuGet package (or Microsoft.Extensions.Http.Resilience for HTTP)
- IHttpClientFactory or IServiceCollection for dependency injection
- .NET 10 runtime
How to use resilience
- 1.Install the skill via npx skills add
- 2.For HTTP clients: call .AddStandardResilienceHandler() on your HttpClient builder, or .AddResilienceHandler() with custom configuration
- 3.For non-HTTP operations: register a named ResiliencePipeline via AddResiliencePipeline() and inject with [FromKeyedServices]
- 4.Configure strategies in order (outermost to innermost): total timeout → retry → circuit breaker → attempt timeout
- 5.Wire up OpenTelemetry metrics by adding .WithMetrics(m => m.AddMeter("Polly")) to observe retry and circuit breaker behavior
Use cases
- Add standard resilience to an HttpClient with one line: AddStandardResilienceHandler()
- Configure custom retry and circuit breaker thresholds for a specific microservice
- Implement fallback responses when all retries are exhausted for graceful degradation
- Send parallel hedging requests after a delay for search or read-heavy APIs
- Monitor retry rates and circuit breaker state via OpenTelemetry metrics
- Backend developers building .NET 10 microservices
- Teams integrating with external APIs or payment gateways
- Architects designing fault-tolerant distributed systems
- DevOps engineers monitoring resilience metrics via OpenTelemetry
resilience FAQ
Always use v8 ResiliencePipeline. v7 Policy is deprecated; v8 is type-safe, composable, and integrates natively with IHttpClientFactory and OpenTelemetry.
It applies production defaults: 3 retries with exponential backoff, circuit breaker at 10% failure ratio over 30s, 10s per-attempt timeout, and 30s total timeout.
Per-attempt timeout bounds each individual request; total timeout caps the entire operation including all retries, preventing unbounded waiting.
Use a typed ResiliencePipeline<T> and add a FallbackStrategy that returns a default value when ShouldHandle conditions are met.
.NET provides built-in rate limiting via AddRateLimiter() with FixedWindow, SlidingWindow, TokenBucket, and Concurrency limiters—no external package needed.
Full instructions (SKILL.md)
Source of truth, from codewithmukesh/dotnet-claude-kit.
name: resilience description: > Resilience patterns for .NET 10 applications using Polly v8. Covers retry, circuit breaker, timeout, fallback, rate limiter, hedging, and composing resilience pipelines. Load this skill when implementing retry logic, circuit breakers, handling transient failures, or when the user mentions "Polly", "resilience", "retry", "circuit breaker", "timeout", "fallback", "rate limit", "hedging", "transient fault", "HttpClient resilience", or "resilience pipeline".
Resilience
Core Principles
- Polly v8 resilience pipelines, not v7 policies — Polly v8 replaced
PolicywithResiliencePipeline. Never usePolicyBuilder,Policy.Handle<>(), orISyncPolicy. The new API is composable, type-safe, and integrates natively withIHttpClientFactory. - Configure via
AddResilienceHandler, not manual wrapping — For HTTP calls, useMicrosoft.Extensions.Http.Resiliencewhich adds pipelines directly toHttpClientvia DI. No manualExecuteAsyncwrapping. - Compose strategies, don't nest them — A single
ResiliencePipelinecan chain retry + circuit breaker + timeout. Strategies execute outer-to-inner (first added = outermost). No need for nested try/catch or manual orchestration. - Always set timeouts — Every external call needs a timeout. Use Polly's
AddTimeout()as the innermost strategy so it applies per-attempt, and optionally an outer timeout for total elapsed time. - Instrument everything — Polly v8 emits
Meteringevents and supportsTelemetryOptionsfor OpenTelemetry. Use them to monitor retry rates, circuit breaker state, and timeout frequency.
Patterns
HTTP Client Resilience (Recommended Default)
// Program.cs — Standard resilience handler covers 90% of use cases
builder.Services.AddHttpClient<IPaymentGateway, PaymentGatewayClient>(client =>
{
client.BaseAddress = new Uri("https://api.payments.example.com");
})
.AddStandardResilienceHandler(); // Retry + circuit breaker + timeout out of the box
// That's it. The standard handler configures:
// - Retry: 3 attempts, exponential backoff, jitter
// - Circuit breaker: 10% failure ratio over 30s sampling, 30s break
// - Attempt timeout: 10s per attempt
// - Total request timeout: 30s
Why: AddStandardResilienceHandler() from Microsoft.Extensions.Http.Resilience applies production-ready defaults. Override only when you need different thresholds.
Custom HTTP Resilience Configuration
builder.Services.AddHttpClient<ICatalogService, CatalogServiceClient>(client =>
{
client.BaseAddress = new Uri("https://api.catalog.example.com");
})
.AddResilienceHandler("catalog", builder =>
{
// Total timeout — outermost, caps total elapsed time
builder.AddTimeout(TimeSpan.FromSeconds(15));
// Retry — exponential backoff with jitter
builder.AddRetry(new HttpRetryStrategyOptions
{
MaxRetryAttempts = 3,
BackoffType = DelayBackoffType.Exponential,
UseJitter = true,
Delay = TimeSpan.FromMilliseconds(500),
ShouldHandle = static args => ValueTask.FromResult(
args.Outcome.Result?.StatusCode is HttpStatusCode.RequestTimeout
or HttpStatusCode.TooManyRequests
or HttpStatusCode.ServiceUnavailable
|| args.Outcome.Exception is HttpRequestException)
});
// Circuit breaker — prevent cascading failures
builder.AddCircuitBreaker(new HttpCircuitBreakerStrategyOptions
{
FailureRatio = 0.5,
SamplingDuration = TimeSpan.FromSeconds(10),
MinimumThroughput = 10,
BreakDuration = TimeSpan.FromSeconds(30)
});
// Per-attempt timeout — innermost
builder.AddTimeout(TimeSpan.FromSeconds(5));
});
Why: Named resilience handlers let you tune per-service. The order matters: total timeout > retry > circuit breaker > attempt timeout.
Non-HTTP Resilience Pipeline
// For database calls, message queues, or any non-HTTP operation
builder.Services.AddResiliencePipeline("database", builder =>
{
builder
.AddRetry(new RetryStrategyOptions
{
MaxRetryAttempts = 3,
BackoffType = DelayBackoffType.Exponential,
Delay = TimeSpan.FromMilliseconds(200),
ShouldHandle = new PredicateBuilder()
.Handle<TimeoutException>()
.Handle<InvalidOperationException>(ex =>
ex.Message.Contains("deadlock", StringComparison.OrdinalIgnoreCase))
})
.AddTimeout(TimeSpan.FromSeconds(10));
});
// Inject and use
public sealed class OrderRepository(
AppDbContext db,
[FromKeyedServices("database")] ResiliencePipeline pipeline)
{
public async Task<Order?> GetByIdAsync(Guid id, CancellationToken ct)
{
return await pipeline.ExecuteAsync(
async token => await db.Orders.FindAsync([id], token),
ct);
}
}
Why: AddResiliencePipeline registers a named pipeline in DI. Inject with [FromKeyedServices] for clean, testable code.
Typed Resilience Pipeline
// When the operation returns a specific type, use ResiliencePipeline<T>
builder.Services.AddResiliencePipeline<string, HttpResponseMessage>("external-api", builder =>
{
builder
.AddFallback(new FallbackStrategyOptions<HttpResponseMessage>
{
FallbackAction = static args =>
{
var response = new HttpResponseMessage(HttpStatusCode.OK)
{
Content = new StringContent("{\"status\":\"degraded\",\"data\":[]}")
};
return Outcome.FromResultAsValueTask(response);
},
ShouldHandle = static args => ValueTask.FromResult(
args.Outcome.Exception is not null
|| args.Outcome.Result?.IsSuccessStatusCode == false)
})
.AddRetry(new RetryStrategyOptions<HttpResponseMessage>
{
MaxRetryAttempts = 2,
Delay = TimeSpan.FromMilliseconds(500)
})
.AddTimeout(TimeSpan.FromSeconds(5));
});
Why: Typed pipelines let you add fallback strategies that return a default value when all retries are exhausted — critical for graceful degradation.
Hedging (Parallel Requests)
builder.Services.AddHttpClient<ISearchService, SearchServiceClient>()
.AddResilienceHandler("search-hedging", builder =>
{
builder.AddHedging(new HttpHedgingStrategyOptions
{
MaxHedgedAttempts = 2,
Delay = TimeSpan.FromMilliseconds(500) // Send parallel request after 500ms
});
builder.AddTimeout(TimeSpan.FromSeconds(3));
});
Why: Hedging sends a parallel request if the first hasn't responded within the delay. Use for latency-sensitive reads where you can tolerate duplicate work.
Telemetry Integration
builder.Services.AddResiliencePipeline("monitored", (builder, context) =>
{
// Polly v8 emits metrics via System.Diagnostics.Metrics automatically.
// ConfigureTelemetry wires structured logging for strategy events.
builder
.ConfigureTelemetry(new TelemetryOptions
{
LoggerFactory = context.ServiceProvider.GetRequiredService<ILoggerFactory>()
})
.AddRetry(new RetryStrategyOptions { MaxRetryAttempts = 3 })
.AddCircuitBreaker(new CircuitBreakerStrategyOptions())
.AddTimeout(TimeSpan.FromSeconds(10));
});
// In Program.cs — wire up OpenTelemetry to capture Polly metrics
builder.Services.AddOpenTelemetry()
.WithMetrics(metrics => metrics.AddMeter("Polly"));
Rate Limiting (.NET Built-in)
.NET provides built-in rate limiting middleware via AddRateLimiter() — no external packages needed. Algorithms: AddFixedWindowLimiter, AddSlidingWindowLimiter, AddTokenBucketLimiter, AddConcurrencyLimiter.
builder.Services.AddRateLimiter(options =>
{
options.AddFixedWindowLimiter("fixed", opt =>
{
opt.PermitLimit = 100;
opt.Window = TimeSpan.FromSeconds(60);
opt.QueueLimit = 0;
});
// Always return ProblemDetails with Retry-After on 429
options.OnRejected = async (context, ct) =>
{
context.HttpContext.Response.StatusCode = StatusCodes.Status429TooManyRequests;
if (context.Lease.TryGetMetadata(MetadataName.RetryAfter, out var retryAfter))
context.HttpContext.Response.Headers.RetryAfter =
((int)retryAfter.TotalSeconds).ToString();
await context.HttpContext.Response.WriteAsJsonAsync(
new ProblemDetails { Title = "Too many requests", Status = 429 }, ct);
};
});
app.UseRateLimiter();
app.MapGet("/api/orders", ListOrders).RequireRateLimiting("fixed");
Anti-patterns
BAD: Using Polly v7 API
// BAD — v7 policy syntax, do not use
var retryPolicy = Policy
.Handle<HttpRequestException>()
.WaitAndRetryAsync(3, attempt => TimeSpan.FromSeconds(Math.Pow(2, attempt)));
var response = await retryPolicy.ExecuteAsync(() => httpClient.GetAsync("/api/data"));
GOOD: Polly v8 Resilience Pipeline
// GOOD — v8 pipeline via DI
builder.Services.AddHttpClient<IDataService, DataServiceClient>()
.AddStandardResilienceHandler();
BAD: Wrapping Every Call Manually
// BAD — manual resilience per call site
public async Task<Order> GetOrderAsync(Guid id)
{
try
{
return await _pipeline.ExecuteAsync(async ct =>
await _httpClient.GetFromJsonAsync<Order>($"/orders/{id}", ct));
}
catch (TimeoutRejectedException)
{
return Order.Empty;
}
catch (BrokenCircuitException)
{
return Order.Empty;
}
}
GOOD: Pipeline Handles Everything via HttpClient DI
// GOOD — resilience is configured at the HttpClient level
public async Task<Order?> GetOrderAsync(Guid id, CancellationToken ct)
{
var response = await _httpClient.GetAsync($"/orders/{id}", ct);
if (!response.IsSuccessStatusCode) return null;
return await response.Content.ReadFromJsonAsync<Order>(ct);
}
BAD: Retry on Non-Idempotent Operations
// BAD — retrying a POST that creates a resource risks duplicates
builder.AddRetry(new RetryStrategyOptions
{
MaxRetryAttempts = 5 // This will create 5 orders on transient failures!
});
GOOD: Retry Only Idempotent Operations or Use Idempotency Keys
// GOOD — use idempotency key header for non-idempotent operations
builder.AddRetry(new HttpRetryStrategyOptions
{
MaxRetryAttempts = 3,
ShouldHandle = static args => ValueTask.FromResult(
args.Outcome.Result?.StatusCode is HttpStatusCode.RequestTimeout
or HttpStatusCode.ServiceUnavailable)
});
// Pair with idempotency key in the request
httpClient.DefaultRequestHeaders.Add("Idempotency-Key", Guid.NewGuid().ToString());
BAD: Circuit Breaker Without Monitoring
// BAD — circuit breaker with no visibility into state changes
builder.AddCircuitBreaker(new CircuitBreakerStrategyOptions());
// How do you know when it trips? You don't.
GOOD: Circuit Breaker with Telemetry
// GOOD — Polly v8 metrics captured via OpenTelemetry
builder.Services.AddOpenTelemetry()
.WithMetrics(metrics => metrics.AddMeter("Polly"));
// Dashboard alerts on: polly.circuit_breaker.state = Open
Decision Guide
| Scenario | Strategy | Configuration |
|---|---|---|
| HTTP calls to external APIs | AddStandardResilienceHandler() | Use defaults, override only specific thresholds |
| HTTP with custom thresholds | AddResilienceHandler("name", ...) | Named handler with per-service tuning |
| Database / EF Core calls | AddResiliencePipeline("db", ...) | Retry on deadlock/timeout, no circuit breaker |
| Message queue publishing | AddResiliencePipeline("mq", ...) | Retry with exponential backoff, timeout |
| Latency-sensitive reads | AddHedging(...) | Parallel request after delay threshold |
| Graceful degradation | AddFallback(...) | Return cached/default value on total failure |
| Per-attempt time limit | AddTimeout(...) innermost | 2-10s depending on operation |
| Total operation time limit | AddTimeout(...) outermost | Sum of all retries + buffer |
| Non-idempotent writes | Retry with idempotency key | Or no retry — fail fast |
| Read-heavy microservice | Standard handler + hedging | Low latency with redundancy |
| API rate limiting | AddRateLimiter() + RequireRateLimiting() | Fixed, sliding, or token bucket per endpoint |
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