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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

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See what universities teach, term by term.

teleon.dev/docs/curricula reads public university syllabi and reading lists and notes the lab equipment courses ask students to use. Each record carries its source, license and read time.

v42.0teleon.dev/docs/curriculaCurricula feedhttpsjson
Instruments in lab syllabiby term
F24S25F25S26F26
Liquid handlers
Benchtop sequencers
Cryo-EM
3D bioprinters
Benchtop NMR
fewer coursesmore courses

Liquid handlers appear in more lab courses each term, a steady adoption signal across institutions.

What it does

Syllabi by term

Course topics, schedules and assessments are recorded each term, so changes show up as a diff.

Reading lists

Assigned readings resolve to citations, so the most-taught papers and books rise to the top.

Lab equipment adoption

Instruments named in lab courses show which tools teaching labs take up, and when.

The contract

Every record carries its source, license and read time, and agents follow a field by cursor or with a keyed watch on a topic or instrument.

StoreS190
Versionv42.0
SourcesUniversity syllabi, reading lists, lab equipment
Each recordSource, license, read time
Identifiers
  • course code and term
  • citation DOI
Request and responseCopy
GET https://api.teleon.dev/v1/curricula/records?instrument=liquid_handler&term=2026-fall # Response { "instrument": "liquid_handler", "term": "2026-fall", "courses": 37, "records": [ { "id": "cur_exu_bio340_2026f", "course": "BIO 340, Molecular Methods", "institution": "Meridian University", "source": "public course page", "license": "metadata, link to source", "read_at": "2026-09-08T10:15:00Z" } ] }

Endpoints

MethodPathAccessWhat it doesStatus
GET/v1/curricula/recordsRING-3List records by field, term and instrument
GET/v1/curricula/records/{id}RING-3Read one record with its source, license and read time
GET/v1/curricula/changes?since={cursor}RING-3Read every change since a cursor, in order
POST/v1/curricula/watchesRING-2Watch a topic, a reading or an instrument with a key

Listed paths appear in the service’s published files today. This surface comes from the Teleon Omnibus Codex v1.0 to v50.0, Oct 25, 2026. In the one-host plan every path here is served under api.teleon.dev/v1/curricula.

For agents

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

Agent prompt
Read https://teleon.dev/docs/curricula.md and list which lab instruments appear in more syllabi this term than last. Read only.
Copy

Words on this page

Full glossary
DOI
Digital Object Identifier: a permanent ID for a paper, book or dataset that resolves to its current home.
Cursor
A position in a feed's change log. Reading since a cursor returns everything newer, in order.
Keyed watch
A standing request made with an API key that names what to follow and delivers each matching change.
Read time
When Teleon fetched a record from its source. It sits beside the source's own dates, so readers can judge how fresh each record is.