Observability

TraceWarden

You can't govern what you can't see. TraceWarden standardizes traces, spans, and audit rows across agent fleets.

In the pipeline — products publishing now

The TraceWarden store

Stocking up now: a 50-product roadmap is in production and new self-serve kits publish daily — 0 live products today. Start free below while the shelves fill.

How the TraceWarden ecosystem runs

Three loops feed each other — content brings readers, readers become buyers, buyers climb the ladder.

📝 Content loop

Observability explainers, checklists, and teardown playbooks — the Observability library with no home until now.

🧲 Lead loop

Observability teams find the content, grab the free playbook, and climb into the TraceWarden product line.

🪜 Product loop

$19 starter kits climb to $29 tools and templates, $49 packs and decks, and $149 flagship kits.

Start here

Three free or cheap entry points — pick whichever fits.

1

Free MIT playbook

The ghostcorpnet playbook — free, MIT-licensed. Read it here →

2

The $5 AI Agent Risk Scan

A five-minute self-audit of your agent setup. Get the scan →

3

Browse the catalog

Every ghostcorpnet product in one filterable grid. Open the catalog →

Build on TraceWarden

Every ecosystem follows the open ghostcorpnet Pack Standard v1 — interoperable packs, a public directory, and a certification badge.

Stores in TraceWarden

50 specialized stores — each one a sub-niche of Observability. New kits publish daily.

Tracing Basics Store

Follow requests through agents.

1 in the pipeline

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Span Design Store

Spans that tell a story.

1 in the pipeline

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Log Correlation Store

Logs and traces, linked.

1 in the pipeline

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One JSONL Per Call Store

The audit-log practice.

1 in the pipeline

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Sampling Strategies Store

Trace smart, not everything.

1 in the pipeline

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Retention Policies Store

How long traces live.

1 in the pipeline

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Alert Design Store

Alerts that matter.

1 in the pipeline

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Dashboard Basics Store

Views teams actually use.

1 in the pipeline

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LangSmith Workflows Store

Trace with LangSmith.

1 in the pipeline

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Langfuse Analytics Store

Open-source LLM analytics.

1 in the pipeline

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Helicone Proxy Store

Gateway-level observability.

1 in the pipeline

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Phoenix Tracing Store

Arize Phoenix for agents.

1 in the pipeline

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AgentOps Monitoring Store

Agent-native monitoring.

1 in the pipeline

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OpenTelemetry Store

Vendor-neutral instrumentation.

1 in the pipeline

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Custom Dashboards Store

Build views that fit.

1 in the pipeline

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Trace Analysis Store

Read traces like a detective.

1 in the pipeline

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Cost Attribution Store

Trace spend to its source.

1 in the pipeline

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Error Tracking Store

Every failure, captured.

1 in the pipeline

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Performance Profiling Store

Find the slow parts.

1 in the pipeline

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User Journey Tracing Store

Follow users through agents.

1 in the pipeline

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Compliance Traces Store

Traces as evidence.

1 in the pipeline

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Incident Timelines Store

Reconstruct what happened.

1 in the pipeline

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Enterprise Observability Store

Observability at scale.

1 in the pipeline

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SLO Design Store

Objectives agents must meet.

1 in the pipeline

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On-Call Playbooks Store

Pages that lead to fixes.

1 in the pipeline

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Chaos Engineering Store

Break traces on purpose.

1 in the pipeline

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Postmortems Store

Learn from every outage.

1 in the pipeline

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Capacity Signals Store

Traces that predict scale needs.

1 in the pipeline

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Multi-Region Tracing Store

Traces across regions.

1 in the pipeline

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Vendor Evaluation Store

Choose observability tools.

1 in the pipeline

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Trace Data Governance Store

Govern the telemetry.

1 in the pipeline

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Real User Monitoring Store

What users actually experience.

1 in the pipeline

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Synthetic Monitoring Store

Probes that never sleep.

1 in the pipeline

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AIOps Integration Store

ML on your telemetry.

1 in the pipeline

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Log Management Store

Logs at agent scale.

1 in the pipeline

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Metrics Design Store

Metrics worth tracking.

1 in the pipeline

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Observability Research Store

Frontier telemetry science.

1 in the pipeline

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Tracing Infrastructure Store

Build trace pipelines.

1 in the pipeline

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Custom Instrumentation Store

Instrument anything.

1 in the pipeline

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Observability Certification Store

Certify observability pros.

1 in the pipeline

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Trace Privacy Store

Redact sensitive trace data.

1 in the pipeline

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Span Budgeting Store

Control instrumentation overhead.

1 in the pipeline

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Trace Search Store

Find any trace fast.

1 in the pipeline

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Session Replay Store

Watch sessions back.

1 in the pipeline

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Trace-Based Testing Store

Tests from real traces.

1 in the pipeline

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Voice Observability Store

Traces for voice agents.

1 in the pipeline

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Trace Export Store

Move traces anywhere.

1 in the pipeline

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Observability Costs Store

Control telemetry spend.

1 in the pipeline

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The Observability Bible Store

The complete reference.

1 in the pipeline

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Enterprise Observability Program Store

Company-wide telemetry strategy.

1 in the pipeline

Browse the store →

Works with

Cluster: Agent Platform

TraceWarden runs alongside its cluster siblings and plugs into related ecosystems across the ghostcorpnet constellation.

SourceLattice

Open-source agent stacks

Ship open-source agent stacks with governance baked in, not bolted on.

Explore →

RAGLattice

RAG systems

Retrieval agents that cite their sources.

Explore →

VoiceWarden

Voice agents

Voice agents that sound right — and behave.

Explore →

DataLattice

Data engineering

Pipeline agents with data contracts.

Explore →

SecWarden

AI agent security

Attack your agents before someone else does: injection tests, guardrails, and tamper-evident logs.

Explore →