Skip to content

Have an AI agent? Let it explore Teleon for you. Any assistant works, personal or coding.

Connect your agent
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.

Teleon
Sign inApply for an instance
Check and improve

Let compositions compete on real checks.

teleon.dev/docs/arena ranks composition graphs built from typed contracts. Entries compete on the same checks, and schema bridges found along the way become reusable adapters.

teleon.dev/docs/arenaStandalone arenahttpsjsonmcp
Round ar_901
EntryCost per run
1g_44: reader, check, writer3 cents25 of 25 checksLeader
2g_39: reader, model, writer9 cents25 of 25 checks
3g_12: single model21 cents25 of 25 checks

All three entries pass every check; the shortest graph leads on cost.

What it does

Same checks for all

Every entry runs the same tests against the same baseline.

Typed composition

Graphs join contract cards along matching ports.

Bridges kept

A schema bridge that wins becomes an adapter others can use.

The contract

An arena round names the goal, the baseline, the entries and the checks.

EntriesComposition graphs of contract cards
RankingPass rate, then cost
OutputsWinning graph, reusable bridges
AccessRING-3 to read; RING-2 to enter
Identifiers
  • service_composition_arena_request/v1
  • pareto_composition_arena_v1
Request and responseCopy
GET /v1/arena/compare?goal=csv_to_parquet_with_schema_check # Response { "round": "ar_901", "entries": 6, "leader": {"graph": "g_44", "pass": "25 of 25", "cost_cents": 3} }

Endpoints

MethodPathAccessWhat it doesStatus
GET/v1/arena/compareRING-3Compare entries for a goalListed
POST/v1/arena/entriesRING-2Enter a composition graph

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/arena.

For agents

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

Agent prompt
Read https://teleon.dev/docs/arena.md and show the leader for one goal. Read only.
Copy

Words on this page

Full glossary
Contract
A versioned agreement on the shape of a request and response, so either side can change behind it safely.
Pareto frontier
The set of options where improving one measure, such as cost, would worsen another, such as quality.
DAG
A directed acyclic graph: steps joined by one-way edges, so work flows forward in a known order.