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AmberTrace

ambertrace.devLLM & agent tracing

PulseGate's liveness check found it on 3 Oct 2026; it is registered on GitHub and has been in the index since 23 Aug 2026. How this is checked

AmberTrace is an observability platform for LLM-powered agents. It captures requests, responses, token usage, latency, errors, and provider details across OpenAI, Anthropic, and Google so AI engineers can replay trajectories, investigate failures, and control costs.

Inferred · not functionally tested

PaidApache-2.0WebCLICloud-managed
AmberTrace preview
Visit ambertrace.dev
6stars
1fork
10features
2026since

Overview

6 features

Purpose: Debugging silent failures, token waste, and incorrect behavior in LLM-powered agents.

Inferred · not functionally tested

Audience: AI engineers and developers building LLM agents

Inferred · not functionally tested

Functions: monitoring, analytics

Inferred · not functionally tested

Interfaces: API: indicated (inferred, not tested) · MCP: unknown · CLI: indicated (inferred, not tested) · Self-hosting: unknown

Recorded constraints: pricing: paid · license: Apache-2.0 · platforms: CLI, WEB · deployment: browser, cli, cloud_managed

Constraint provenance is unknown; confirm requirements with the publisher.

Record sources: ambertrace.dev · github.com. These links do not verify the individual claims.

AmberTrace sits in PulseGate's LLM & agent tracing category. Inferred · not functionally tested: It focuses on debugging silent failures, token waste, and incorrect behavior in LLM-powered agents. Inferred · not functionally tested: It is built as a B2B product for AI engineers and developers building LLM agents. Basis unknown · not verified: AmberTrace is paid. Basis unknown · not verified: It runs on the web and the command line.

AmberTrace first shipped in 2026. Inferred · not functionally tested: Among its 6 catalogued features are LLM call tracing, trajectory replay, and token tracking. Inferred · not functionally tested: Catalogued interfaces include a public API.

Summary written by a language model from the project’s public pages.

Tasks: Inferred · not functionally tested

  • LLM call tracing
  • Trajectory replay
  • Token tracking
  • Cost tracking
  • Failure detection
  • Error filtering

Topics: Inferred · not functionally tested

Tags
llm-observabilityagent-tracingtoken-cost-trackingfailure-detection
AI capabilities
TextCodeStructured
Inference: Cloud API

JSON profile · Text profile · Access guide

Built with & integrations

Framework
Next.js
Hosting
Vercel
AI providers
anthropicmultiple
Connectors
API
Runs on
BrowserCLICloud-managed
Detected from
Next.js
/_next/static/ in the HTML · __next_f in the HTML
Vercel
x-vercel-id header · x-vercel-cache header

Trust & compliance

License
Apache-2.0

Indexing history

1

What PulseGate has recorded for this listing

  1. Indexed23 Aug · 09:50 UTC
    Ambertrace seen via Saashub
    Source: Saashub · Open

Frequently asked questions about AmberTrace

What does AmberTrace do?
Inferred · not functionally tested: AmberTrace focuses on debugging silent failures, token waste, and incorrect behavior in LLM-powered agents. It is catalogued under LLM & agent tracing on PulseGate.
Who is AmberTrace for?
Inferred · not functionally tested: AmberTrace is a B2B product built for AI engineers and developers building LLM agents.
Is AmberTrace free?
Basis unknown · not verified: No — AmberTrace is paid.
What platforms does AmberTrace run on?
Basis unknown · not verified: AmberTrace runs on the web and the command line.
Is AmberTrace still active?
PulseGate's liveness check found it on 3 Oct 2026.
How long has AmberTrace been around?
AmberTrace first shipped in 2026.
Is AmberTrace open source?
Basis unknown · not verified: AmberTrace has a public GitHub repository.
Does AmberTrace have an API or integrations?
Inferred · not functionally tested: Yes — AmberTrace exposes a public API.

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