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What your agent reads

The request it copies

Explore teleon.dev for me and report back. Read https://teleon.dev/llms.txt, https://teleon.dev/.well-known/agent-card.json and https://teleon.dev/.well-known/mcp.json. Summarize the shared backend primitives at https://teleon.dev/docs and the THP v1.0 connection steps at https://teleon.dev/connect. Stay read-only.

Discovery files on teleon.dev

Read-only discovery is open. Keep TELEON_KEY in your own environment.

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Find and store

How every capability connects, with weights.

teleon.dev/docs/graph-db stores the weighted edges between capabilities: which composes with which, how often a path succeeds, and what was believed when.

teleon.dev/docs/graph-dbDatabase cellhttpsjson
Edges from one component
csv_readerout: rows
typed: rows
schema_checkweight 0.94
dedupe_rowsweight 0.81
parquet_writerweight 0.77

Stronger edges are paths that passed their checks more often.

What it does

Weighted edges

Each edge carries a weight learned from real runs.

Typed ports

Edges join output ports to matching input ports.

Assertions over time

Each edge keeps its history, so past graphs can be rebuilt.

The contract

Edges are calibrated from run receipts and kept as bitemporal assertions.

HoldsTyped, weighted edges
WeightsUpdated from run receipts
StoreS3 typed edges and composed graphs
AccessRING-1 and services
Identifiers
  • typed_edge_graph
Sample queryCopy
SELECT src, dst, port, weight FROM teleon_core.teleon_weighted_graph_edges WHERE src = 'csv_reader' ORDER BY weight DESC LIMIT 3;

Endpoints

MethodPathAccessWhat it doesStatus
GET/v1/healthRING-3Read the cell's health
GET/v1/edgesRING-2Read edges for a component

Listed paths appear in the service’s published files today. In the one-host plan every path here is served under api.teleon.dev/v1/graph-db.

For agents

Give your agent the read-only guide first. It reports back before any write.

Agent prompt
Read https://teleon.dev/docs/graph-db.md and list the strongest edges from one component. Read only.
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Words on this page

Full glossary
DAG
A directed acyclic graph: steps joined by one-way edges, so work flows forward in a known order.
Bitemporal
A record that keeps two times: when a fact was true in the world and when the system learned it.
Contract
A versioned agreement on the shape of a request and response, so either side can change behind it safely.