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

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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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Check and improve

Checks written once, run every time.

teleon.dev/docs/evaluators registers checks for schemas, text, service levels and metrics as code, pins them by content ID and runs them on every result at code speed and cost.

teleon.dev/docs/evaluatorsDeterministic evaluatorshttpsjsonmcp
Checks on one build
EvaluatorKindResult
unit_tests_passmetricPass
bundle_size_within_budgetmetricPass
api_schema_validschemaPass
p95_latency_sloSLOWatch

Every check is code with a fixed ID, so the same build always gets the same verdict.

What it does

Written as code

JSON, CSV, text and service-level checks run the same way every time.

Pinned by content ID

An evaluator's ID changes only when its code changes.

Signed results

Each run returns an attestation for the evidence record.

The contract

An evaluator spec names its inputs, its rule and its pass condition.

KindsSchema, text, SLO, metric
IdentitySWHID per evaluator
ResultsSigned attestations
AccessRING-3 to read; RING-2 to register
Identifiers
  • det_evaluator_spec/v1
EvaluatorCopy
{ "name": "bundle_size_within_budget", "kind": "metric", "input": "build_report.json", "rule": "total_kb <= 250", "swhid": "swh:1:cnt:0c1d...e9" }

Endpoints

MethodPathAccessWhat it doesStatus
GET/v1/evaluatorsRING-3Browse registered evaluators
POST/v1/evaluatorsRING-2Register an evaluator
POST/v1/evaluators/{name}/runRING-2Run an evaluator on a result

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/evaluators.

For agents

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

Agent prompt
Read https://teleon.dev/docs/evaluators.md and list evaluators for web builds. Read only.
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Words on this page

Full glossary
Deterministic check
A check written as code that gives the same answer every time for the same input, at code speed and cost.
SWHID
Software Heritage identifier: a permanent ID made from a file's hash, such as swh:1:cnt: followed by 40 hex digits.