AI-First. Human-Led.

PlatPhorm Trace

The observability spine for every agent, tool, API, and workflow step across PlatPhormNews.

Trace Mission

PlatPhorm Trace is the distributed execution debugger for agents and the cross-network trace spine for PlatPhormNews. It receives W3C trace context, spans, async job updates, tool calls, service hops, and public-safe evidence from the platform.

Its job is to show what happened, where it happened, what completed, what failed, what is still pending, what crossed service boundaries, and which evidence proves the result. MCP is one integration; Trace also observes APIs, BrowserOps journeys, Evals, Sandbox commands, AgentUI workflows, Claws orchestrations, report exports, ingestion pipelines, and platphormctl runs.

Creator

Michael Barbine

Creator of the PlatPhormNews network and PlatPhorm Trace. Building the observability substrate where humans and agents can inspect, debug, and hand off work across the distributed platform.

Live Network Registry

Graph sites

359

Source: root graph + sitemap registry

MCP-enabled sites

90

Source: canonical registry

Trace MCP tools

79

Source: MCP registry

Version

0.13.1

Updated 8/23/2026

Canonical graph sites

Vercel alias snapshot

Discovered from the canonical PlatPhormNews network graph or sitemap index.

network_graph / trusted / online

2025.platphormnews.com

Vercel alias snapshot

MCP

Branded 404 or error page experience.

network_graph / trusted / unknown

404.platphormnews.com

Vercel alias snapshot

Discovered from the canonical PlatPhormNews network graph or sitemap index.

network_graph / trusted / online

a1bibles.platphormnews.com

Vercel alias snapshot

MCP

ASCII, ANSI, and frame-stream reconstruction studio.

network_graph / trusted / online

a2v.platphormnews.com

Vercel alias snapshot

Admin dashboard for managing network content or apps.

network_graph / trusted / unknown

admin.platphormnews.com

Vercel alias snapshot

Discovered from the canonical PlatPhormNews network graph or sitemap index.

network_graph / trusted / online

agentops.platphormnews.com

Vercel alias snapshot

MCP

Agent focused UI for tools, settings, and workflows.

network_graph / trusted / online

agentui.platphormnews.com

Ai Insights For Humans

Discovered from base sitemap index: ai-insights-for-humans.platphormnews.com

network_graph / trusted / unknown

ai-insights-for-humans.platphormnews.com

PlatPhorm Airrow

MCP

AI-powered recommendation and routing engine for the PlatPhorm network

network_graph / trusted / online

airrow.platphormnews.com

+3 more sites from the live registry

Graph source: https://platphormnews.com/api/network/graph (online, 363 nodes)

Sitemap source: https://base.platphormnews.com/sitemap-index.xml (online, 357 URLs)

Network verticals

admin-networkconcept-sites-lifestylecore-platform-networkcreative-tools-media-conversionfaithmcp-agents-aiotherpublishing-culturepublishing-world

Trace Capabilities

Execution timeline

Group real spans into timelines, trees, waterfalls, critical paths, and service maps.

Model-assisted explanations

Model-assisted summaries are labeled and constrained to deterministic trace evidence.

Replay and forks

Replay and fork actions are protected and degrade honestly when adapters are unavailable.

Human-readable observatory

Operators can see what completed, failed, stayed pending, arrived late, or became orphaned.

Cross-site propagation

Trace correlates MCP, API, BrowserOps, Evals, Sandbox, AgentUI, Claws, and CLI spans.

Evidence and reports

Public-safe evidence is visible, while private artifacts and report generation require PLATPHORM_API_KEY.

Documentation and Standards

Inspect the Trace Spine

Public-safe reads are open. Ingestion, replay, forks, syncs, and reports require PLATPHORM_API_KEY.