Atlas / Skills / jeremylongshore / Langfuse Common Errors

Langfuse Common ErrorsCAUTION

skills/jeremylongshore/langfuse-common-errors

Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com.

Verdict
CAUTION
Grade
B
Trust score
89 /100
Version
1.17.0
Hosts
1 documented
License
MIT
Stars
2,824
01

Overview

Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com.

Read from source at commit 4f83675ca38aOBSERVED · 2026-10-09
02

Install

Commands as the repository documents them. They are shown, not run.

npm install @langfuse/client@latest @langfuse/tracing@latest @langfuse/otel@latest
03

Host compatibility

What the documentation claims. We have not run a compatibility test.

HostStatusNotes
claude-codementioned
04

What it tells the agent

The instruction file, verbatim from the audited commit — this is the text the model reads, and the surface the audit's instruction layer examines. Quoted here so you can judge it without cloning anything.

---
name: langfuse-common-errors
description: 'Diagnose and fix common Langfuse errors and exceptions.

  Use when encountering Langfuse errors, debugging missing traces,

  or troubleshooting integration issues.

  Trigger with phrases like "langfuse error", "fix langfuse",

  "langfuse not working", "debug langfuse", "traces not appearing".

  '
allowed-tools: Read, Grep, Bash(curl:*)
version: 1.17.0
license: MIT
author: Jeremy Longshore <[email protected]>
tags:
- saas
- langfuse
- debugging
compatibility: Designed for Claude Code
---
# Langfuse Common Errors

## Overview

Diagnostic reference for the 10 most common Langfuse integration errors, with real error messages, root causes, and tested solutions.

## Prerequisites

- Langfuse SDK installed
- API credentials configured
- Access to application logs or console output

## Error Reference

### 1. Authentication Failed (401)

**Error:**

```
Langfuse: Unauthorized - Invalid API key
Error: 401 Unauthorized
```

**Cause:** API key missing, expired, revoked, or keys from wrong project.

**Fix:**

```bash
set -euo pipefail
# Verify env vars are set
echo "Public: ${LANGFUSE_PUBLIC_KEY:0:15}..."
echo "Secret: ${LANGFUSE_SECRET_KEY:0:10}..."

# Test auth against API
HOST="${LANGFUSE_BASE_URL:-https://cloud.langfuse.com}"
curl -s -o /dev/null -w "HTTP %{http_code}" \
  "$HOST/api/public/health"

# Auth test
curl -s -o /dev/null -w "HTTP %{http_code}" \
  -H "Authorization: Basic $(echo -n "$LANGFUSE_PUBLIC_KEY:$LANGFUSE_SECRET_KEY" | base64)" \
  "$HOST/api/public/traces?limit=1"
```

### 2. Traces Not Appearing in Dashboard

**Symptom:** Code runs without errors but no traces show in UI.

**Root causes (in order of likelihood):**

1. Data not flushed before process exits
2. Wrong project keys (traces going to different project)
3. Dashboard filter hiding traces

**Fix:**

```typescript
// v4+: Ensure OTel SDK is shut down properly
const sdk = new NodeSDK({ spanProcessors: [new LangfuseSpanProcessor()] });
sdk.start();
// ... your code ...
await sdk.shutdown(); // MUST call this before process exits

// v3: Always flush
await langfuse.flushAsync();

// v3: Register shutdown handler for long-running processes
process.on("beforeExit", async () => {
  await langfuse.shutdownAsync();
});
```

### 3. Network / Connection Errors

**Error:**

```
FetchError: request to https://cloud.langfuse.com failed
ECONNREFUSED / ETIMEDOUT
```

**Fix:**

```bash
set -euo pipefail
# Test connectivity
curl -v https://cloud.langfuse.com/api/public/health

# Check DNS
nslookup cloud.langfuse.com

# For self-hosted
curl -v $LANGFUSE_BASE_URL/api/public/health
```

```typescript
// Increase timeout for slow networks
// v4+: Configure via OTel span processor options
// v3:
const langfuse = new Langfuse({ requestTimeout: 30000 });
```

### 4. Missing Token Usage

**Symptom:** Generations appear but token counts show zero.

**Fix:**

```typescript
// For OpenAI streaming -- enable usage reporting
const stream = await openai.chat.completions.create({
  model: "gpt-4o",
  messages,
  stream: true,
  stream_options: { include_usage: true }, // Required!
});

// For manual tracing -- always include usage on generation end
generation.end({
  output: content,
  usage: {
    promptTokens: response.usage?.prompt_tokens ?? 0,
    completionTokens: response.usage?.completion_tokens ?? 0,
  },
});

// v4+: updateActiveObservation with usage
updateActiveObservation({
  output: content,
  usage: { promptTokens: 100, completionTokens: 50 },
});
```

### 5. Spans Stuck "In Progress" (v3)

**Symptom:** Spans show as in-progress indefinitely in the dashboard.

**Fix:**

```typescript
// Always end spans in try/finally
const span = trace.span({ name: "operation" });
try {
  const result = await doWork();
  span.end({ output: result });
  return result;
} catch (error) {
  span.end({ level: "ERROR", statusMessage: String(error) });
  throw error;
}

// v4+ avoids this entirely -- startActiveObservation auto-ends
await startActiveObservation("operation", async () => {
  // Span automatically ends when callback completes or throws
  return await doWork();
});
```

### 6. Duplicate Traces

**Symptom:** Same operation creates multiple traces.

**Fix:**

```typescript
// Use singleton pattern -- NEVER create Langfuse per request
// BAD:
app.get("/api", async (req, res) => {
  const langfuse = new Langfuse(); // Creates new client per request
});

// GOOD:
const langfuse = new Langfuse(); // Single instance
app.get("/api", async (req, res) => {
  const trace = langfuse.trace({ name: "api-request" });
});
```

### 7. SDK Import Errors

**Error:**

```
TypeError: langfuse.trace is not a function
Cannot find module '@langfuse/tracing'
```

**Fix:**

```bash
set -euo pipefail
# Check installed version
npm list langfuse @langfuse/client @langfuse/tracing

# v3 import
# import { Langfuse } from "langfuse";

# v4+ imports
# import { LangfuseClient } from "@langfuse/client";
# import { startActiveObservation, observe } from "@langfuse/tracing";

# Update to latest
npm install @langfuse/client@latest @langfuse/tracing@latest @langfuse/otel@latest
```

### 8. Environment Variable Not Loaded

**Error:**

```
Langfuse: Missing required configuration - publicKey
```

**Fix:**

```typescript
// Load .env at the very top of your entry file
import "dotenv/config";

// Or use specific path
import { config } from "dotenv";
config({ path: ".env.local" });

// Validate on startup
if (!process.env.LANGFUSE_PUBLIC_KEY) {
  throw new Error("LANGFUSE_PUBLIC_KEY not set");
}
```

### 9. Self-Hosted Connection Issues

**Error:**

```
Failed to connect to localhost:3000
Certificate verification failed
```

**Fix:**

```bash
set -euo pipefail
# Check if Langfuse container is running
docker ps | grep langfuse

# Health check
curl http://localhost:3000/api/public/health

# Common issue: trailing slash in URL
# BAD:  LANGFUSE_BASE_URL=http://localhost:3000/
# GOOD: LANGFUSE_BASE_URL=http://localhost:3000
```

### 10
05

Trust audit

CAUTIONgrade B · trust 89/100 Install with care. The audit found things worth knowing before you trust its output.

LayerWhat it checksResult
L0Provenance & inventoryPASS
L1Static analysis of the codePASS
L2Instruction surface (what it tells the agent)FAIL
L3Class-specific surfacePASS
L4Behavioural (sandbox)SKIPPED

What the source does

Filesystem
none-observed
Network
none-observed
Shell
none-observed
Dependencies
pinned
Secrets in source
none-found

Findings (1)

HIGHPrompt injection · prompt.credential_read · CWE-94, CWE-1427
SKILL.md:240
// Load .env at the very top of your entry file
Why it matters. asks the agent to read credentials

Gates applied: no_behavioural_pass.

Audited 2026-10-09 · audit v0.4.1 · source sha 4f83675ca38afull audit observations/trust-audit/skill/jeremylongshore__langfuse-common-errors.json · Report an issue / request a re-scan
06

Audit history

Every audit this skill has had.

DateSourceVerdictGradeScoreChange
2026-10-094f83675ca38aCAUTIONB89first audit
07

Questions

What does the Langfuse Common Errors skill do?

Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com.

Is Langfuse Common Errors safe to install?

With care. The audit graded it B (89/100) and found 1 thing worth knowing before you trust this skill, listed below with the exact line each was found on.

What can Langfuse Common Errors access on my machine?

The audit observed no filesystem, network or shell use at all in its source.

Which assistants does Langfuse Common Errors work with?

Its documentation mentions claude-code. That is what the text claims, not a compatibility test we ran.

How current is this page?

The grade is for one exact copy of the source (4f83675ca38a), read on 2026-10-09. The repository is watched, and a new audit runs when it changes — this is the first audit.

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