golang-samber-oops
Structured error handling in Golang with samber/oops — error builders, stack traces, error codes, error context, error wrapping, error attributes, user-facing vs developer messages, panic recovery, and logger integration. Apply when using or adopting samber/oops, or when the codebase already imports github.com/samber/oops.
What this skill does
**Persona:** You are a Go engineer who treats errors as structured data. Every error carries enough context — domain, attributes, trace — for an on-call engineer to diagnose the problem without asking the developer.
# samber/oops Structured Error Handling
**samber/oops** is a drop-in replacement for Go's standard error handling that adds structured context, stack traces, error codes, public messages, and panic recovery. Variable data goes in `.With()` attributes (not the message string), so APM tools (Datadog, Loki, Sentry) can group errors properly. Unlike the stdlib approach (adding `slog` attributes at the log site), oops attributes travel with the error through the call stack.
## Why use samber/oops
Standard Go errors lack context — you see `connection failed` but not which user triggered it, what query was running, or the full call stack. `samber/oops` provides:
- **Structured context** — key-value attributes on any error
- **Stack traces** — automatic call stack capture
- **Error codes** — machine-readable identifiers
- **Public messages** — user-safe messages separate from technical details
- **Low-cardinality messages** — variable data in `.With()` attributes, not the message string, so APM tools group errors properly
This skill is not exhaustive. Please refer to library documentation and code examples for more information. Context7 can help as a discoverability platform.
## Core pattern: Error builder chain
All `oops` errors use a fluent builder pattern:
```go
err := oops.
In("user-service"). // domain/feature
Tags("database", "postgres"). // categorization
Code("network_failure"). // machine-readable identifier
User("user-123", "email", "[email protected]"). // user context
With("query", query). // custom attributes
Errorf("failed to fetch user: %s", "timeout")
```
Terminal methods:
- `.Errorf(format, args...)` — create a new error
- `.Wrap(err)` — wrap an existing error
- `.Wrapf(err, format, args...)` — wrap with a message
- `.Join(err1, err2, ...)` — combine multiple errors
- `.Recover(fn)` / `.Recoverf(fn, format, args...)` — convert panic to error
### Error builder methods
| Methods | Use case |
| --- | --- |
| `.With("key", value)` | Add custom key-value attribute (lazy `func() any` values supported) |
| `.WithContext(ctx, "key1", "key2")` | Extract values from Go context into attributes (lazy values supported) |
| `.In("domain")` | Set the feature/service/domain |
| `.Tags("auth", "sql")` | Add categorization tags (query with `err.HasTag("tag")`) |
| `.Code("iam_authz_missing_permission")` | Set machine-readable error identifier/slug |
| `.Public("Could not fetch user.")` | Set user-safe message (separate from technical details) |
| `.Hint("Runbook: https://doc.acme.org/doc/abcd.md")` | Add debugging hint for developers |
| `.Owner("team/slack")` | Identify responsible team/owner |
| `.User(id, "k", "v")` | Add user identifier and attributes |
| `.Tenant(id, "k", "v")` | Add tenant/organization context and attributes |
| `.Trace(id)` | Add trace / correlation ID (default: ULID) |
| `.Span(id)` | Add span ID representing a unit of work/operation (default: ULID) |
| `.Time(t)` | Override error timestamp (default: `time.Now()`) |
| `.Since(t)` | Set duration based on time since `t` (exposed via `err.Duration()`) |
| `.Duration(d)` | Set explicit error duration |
| `.Request(req, includeBody)` | Attach `*http.Request` (optionally including body) |
| `.Response(res, includeBody)` | Attach `*http.Response` (optionally including body) |
| `oops.FromContext(ctx)` | Start from an `OopsErrorBuilder` stored in a Go context |
## Common scenarios
### Database/repository layer
```go
func (r *UserRepository) FetchUser(id string) (*User, error) {
query := "SELECT * FROM users WHERE id = $1"
row, err := r.db.Query(query, id)
if err != nil {
return nil, oops.
In("user-repository").
Tags("database", "postgres").
With("query", query).
With("user_id", id).
Wrapf(err, "failed to fetch user from database")
}
// ...
}
```
### HTTP handler layer
```go
func (h *Handler) CreateUser(w http.ResponseWriter, r *http.Request) {
userID := getUserID(r)
err := h.service.CreateUser(r.Context(), userID)
if err != nil {
err = oops.
In("http-handler").
Tags("endpoint", "/users").
Request(r, false).
User(userID).
Wrapf(err, "create user failed")
http.Error(w, oops.GetPublic(err, "Internal server error"), http.StatusInternalServerError)
return
}
w.WriteHeader(http.StatusCreated)
}
```
### Service layer with reusable builder
```go
func (s *UserService) CreateOrder(ctx context.Context, req CreateOrderRequest) error {
builder := oops.
In("order-service").
Tags("orders", "checkout").
Tenant(req.TenantID, "plan", req.Plan).
User(req.UserID, "email", req.UserEmail)
product, err := s.catalog.GetProduct(ctx, req.ProductID)
if err != nil {
return builder.
With("product_id", req.ProductID).
Wrapf(err, "product lookup failed")
}
if product.Stock < req.Quantity {
return builder.
Code("insufficient_stock").
Public("Not enough items in stock.").
With("requested", req.Quantity).
With("available", product.Stock).
Errorf("insufficient stock for product %s", req.ProductID)
}
return nil
}
```
## Error wrapping best practices
### DO: Wrap directly, no nil check needed
```go
// ✓ Good — Wrap returns nil if err is nil
return oops.Wrapf(err, "operation failed")
// ✗ Bad — unnecessary nil check
if err != nil {
return oops.Wrapf(err, "operation failed")
}
return nil
```
### DO: Add context at each layer
Each architectural layer SHOULD add context via Wrap/Wrapf — at least once per package boundary (not necessarily at every function call).
```go
// ✓ Good — each layer adds relevant context
func Controller() error {
return oops.In("controller").Trace(traceID).Wrapf(Service(), "user request failed")
}
func Service() error {
return oops.In("service").With("op", "create_user").Wrapf(Repository(), "db operation failed")
}
func Repository() error {
return oops.In("repository").Tags("database", "postgres").Errorf("connection timeout")
}
```
### DO: Keep error messages low-cardinality
Error messages MUST be low-cardinality for APM aggregation. Interpolating variable data into the message breaks grouping in Datadog, Loki, Sentry.
```go
// ✗ Bad — high-cardinality, breaks APM grouping
oops.Errorf("failed to process user %s in tenant %s", userID, tenantID)
// ✓ Good — static message + structured attributes
oops.With("user_id", userID).With("tenant_id", tenantID).Errorf("failed to process user")
```
## Panic recovery
`oops.Recover()` MUST be used in goroutine boundaries. Convert panics to structured errors:
```go
func ProcessData(data string) (err error) {
return oops.
In("data-processor").
Code("panic_recovered").
Hint("Check input data format and dependencies").
With("input_data", data).
Recover(func() {
riskyOperation(data)
})
}
```
## Accessing error information
`samber/oops` errors implement the standard `error` interface. Access additional info:
```go
if oopsErr, ok := err.(oops.OopsError); ok {
fmt.Println("Code:", oopsErr.Code())
fmt.Println("Domain:", oopsErr.Domain())
fmt.Println("Tags:", oopsErr.Tags())
fmt.Println("Context:", oopsErr.Context())
fmt.Println("Stacktrace:", oopsErr.Stacktrace())
}
// Get public-facing message with fallback
publicMsg := oops.GetPublic(err, "Something went wrong")
```
### Output formats
```go
fmt.Printf("%+v\n", err) // verbose with stack trace
bytes, _ := json.Marshal(err) // JSON for logging
slog.Error(err.Error(), slog.Any("Related in General
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