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
Work

Turn a big job into a checked graph.

teleon.dev/docs/epics compiles large multi-stage work into a graph of typed steps. Agents and parameter grids compete at each node, and a node can split mid-flight while its edges keep their contracts.

teleon.dev/docs/epicsMacro-epic DAGhttpsjsonmcp
A framework upgrade as a graph
Inventoryroutes and deps
typed: dep_list
Codemods Asplit
Codemods Bsplit
typed: patch_set
Testsunit and visual
typed: test_report
Reviewevaluators pass

The codemods node split in two mid-flight; its tests still receive the same typed input.

What it does

Typed steps

Every edge carries a typed port, so a step only connects to steps that accept its output.

Competition per node

Several agents or settings try each node and the best result moves forward.

Split mid-flight

A node that grows too large splits in place while parent lineage and edges hold.

The contract

Graphs compile with typed ports; splits preserve the cut so contracts stay valid.

CompilerTopological order with port validation
Per nodeBest result promoted by Pareto rank
EvaluatorsPinned to nodes, run as code
AccessRING-2
Identifiers
  • teleon_macro_epic_cut_preserving_dag/v1
  • det_evaluator_spec/v1
Request and responseCopy
POST /v1/epics { "goal": "Upgrade the web app to the next framework major", "stages": ["inventory", "codemods", "tests", "review"] } # Response { "epic_id": "ep_44", "nodes": 9, "edges": 11, "evaluators": ["unit_tests_pass", "bundle_size_within_budget"] }

Endpoints

MethodPathAccessWhat it doesStatus
POST/v1/epicsRING-2Compile a goal into a typed graphListed
GET/v1/epics/{id}RING-2Read the graph and node states
POST/v1/epics/{id}/nodes/{node}/splitRING-2Split a node and keep its cut

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/epics.

For agents

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

Agent prompt
Read https://teleon.dev/docs/epics.md and describe how a goal becomes a graph. Read only: ask me before creating an epic.
Copy

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.
Pareto frontier
The set of options where improving one measure, such as cost, would worsen another, such as quality.
Deterministic check
A check written as code that gives the same answer every time for the same input, at code speed and cost.