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
Teleon references

Glossary

Plain definitions for the 181 terms used across Teleon pages, so every headline can use plain words and every page can link here.

.1 term
.cwasm
Precompiled WebAssembly: a module compiled ahead of time, so it starts fast and runs at native speed in the sandbox.
11 term
13F
The quarterly SEC report in which large institutional investment managers list their holdings of US-listed securities.
31 term
311 request
A non-emergency service request to a city, such as a pothole, logged with its type, place and dates.
A9 terms
Access ring
One of four access levels. RING-0 is internal operations, RING-1 operators, RING-2 keyed agents and sites, RING-3 public reads.
Active inference
A theory of action in which an agent picks the policy with the lowest expected free energy.
Agent card
A JSON file at /.well-known/agent-card.json that tells an agent who runs a service, what it offers and how to call it.
AIS
Automatic Identification System: radio messages that ships broadcast with their identity, position, course and speed.
Alice test
The two-step test from the 2014 Alice decision that US courts apply under section 101 of the Patent Act to decide whether a claim is directed to an abstract idea.
Alpha-cut
A threshold on a continuous score. Items above the cut join a bitmap, so filters stay fast while scores stay continuous.
Anti-pattern
A common design that seems reasonable and causes trouble at scale. Each one here comes with a tested cure.
ArchPatternIR
The executable form of an architecture pattern: its components, connections and settings, ready to instantiate and test.
Autonomy dial
A setting from level 1 to level 4 that decides how much of a department's work runs on its own.
B11 terms
Baton
The hand-off between queues: when one step finishes, its output becomes the next queue's input row.
BGP
Border Gateway Protocol: how networks announce the address ranges they can reach. Route changes reveal new networks, moves and hijacks.
Bill of lading
The shipping document for a cargo: it names the shipper, the consignee, the goods and the vessel.
Bill of materials
The list of parts inside a product. Tier 1 suppliers sell to the maker, tier 2 suppliers sell to tier 1, and so on down the chain.
Bitemporal
A record that keeps two times: when a fact was true in the world and when the system learned it.
BM25F
A ranking formula for keyword search that weighs matches by field, so a title match counts more than a body match.
BOM
Bill of materials: the parts in a product and their quantities, used here to estimate its build cost.
Boundary tier
One of three action tiers for agents: actions they always take, actions that ask a person first, and a fixed list of prohibited actions.
Breaking change
A release that changes a library's public interface, so code written for the earlier version needs edits.
Brier score
The mean squared error of probability forecasts. Lower is better, and a perfect forecaster scores 0.
Byte-range read
An HTTP request for part of a file (status 206), so an agent fetches exactly the bytes it needs.
C21 terms
Canary
A small share of traffic or checks run against a change first, so a problem shows up early and stays small.
Capability card
A short description of what a component does, its typed inputs and outputs and its license, sized for an agent's context.
Capability firewall
Object-capability security for runs: code reaches only the handles it is given, such as one folder or one API.
CAS
Content-addressed storage: every file is stored and fetched by a hash of its bytes, so identical bytes are kept once.
Cassette
A recording of every state change in order, replayed to rebuild any earlier moment exactly.
Catalyst
A dated event that can move a company's value, such as an FDA decision, a contract award or a court ruling.
Catch-all intake
A schema-free inbox for new kinds of work. Shapes that keep recurring graduate into dedicated queues.
Causal DAG
A one-way graph of tasks joined by cause and effect, so you can trace why each task exists and what it unblocks.
CELF
Cost-effective lazy forward selection: a greedy pick of the reads that add the most new coverage per unit of cost.
Certificate transparency
Public, append-only logs of issued TLS certificates, so new domains and subdomains can be watched as their certificates appear.
Change cursor
A position in a feed's change stream. A reader sends the last cursor it saw and gets every change after it, in order.
Chokepoint
A step in a supply chain that very few suppliers perform, such as advanced chip packaging, so a disruption there reaches many products.
Circuit breaker
A switch per lane that pauses calls to a failing dependency and retries carefully once it recovers.
CloudEvents
An open standard envelope for event data, so feeds from different sources share one shape.
Confidence ellipse
The region where a system's true position on a lens most likely lies, given the evidence behind its scores.
Contract
A versioned agreement on the shape of a request and response, so either side can change behind it safely.
CoT audit
A check that a model's written reasoning matches the evidence it cites and the answer it gives.
CPOP
Cross-provider pairing: the model family that checks a result differs from the one that made it.
Cursor
A position in a feed's change log. Reading since a cursor returns everything newer, in order.
CUSUM
Cumulative sum control: adds up small deviations from a target, so a slow, steady shift is caught early.
CVE
Common Vulnerabilities and Exposures: the public list of known security flaws, each with an ID in the form CVE-year-number.
D8 terms
DAG
A directed acyclic graph: steps joined by one-way edges, so work flows forward in a known order.
Defect cluster
A group of recalls, complaints or court filings that share a component and a failure mode.
Deterministic check
A check written as code that gives the same answer every time for the same input, at code speed and cost.
Docket
The running list of filings in a court case, each with its number and date.
DOI
Digital Object Identifier: a permanent ID for a paper, book or dataset that resolves to its current home.
Double-entry ledger
Every movement is written twice, as a debit and a matching credit, so the books always balance.
DRC
Design rule check: confirms a layout meets the foundry's spacing, width and density rules.
Drift
A slow change in inputs or results over time, caught by comparing today's readings with a baseline.
E7 terms
Edge
Servers close to the reader that answer requests quickly and pass the rest to the origin.
Egress
Data leaving a cloud network, usually billed per gigabyte.
Embedding
A list of numbers that places text, code or images in a space where similar things sit close together.
Entity resolution
Deciding which records from different sources describe the same company. Splink scores each candidate pair with a probabilistic match model.
EVOI
Expected value of information: how much a fresh read is likely to improve a decision. Higher EVOI, more frequent reads.
Execution mode
One of 12 ways to run a task, MODE_1A to MODE_8, from code only to full agentic model work.
Expected free energy
G(pi), a policy's score: expected risk, the distance from preferred outcomes, plus expected ambiguity. Lower is better.
F11 terms
FAERS
The FDA Adverse Event Reporting System: reports of side effects and medication errors filed after a drug reaches the market.
FastCDC
Content-defined chunking: files split at points chosen by their bytes, so a small edit changes few chunks.
FCC ID
The ID on radio equipment authorized by the US FCC: a grantee code plus a product code, with a public filing.
FDTD
Finite-difference time-domain simulation: steps Maxwell's equations through time on a grid to show how light travels.
Fencing token
A number that grows with every new lease, so a write from an older lease holder is refused safely.
Fiduciary gate
A check that guards money, secrets or trust before work is accepted.
Form 4
The SEC filing in which a company insider, such as an officer, director or large holder, reports a trade in the company's shares.
Form 990
The annual return US tax-exempt organizations file with the IRS; foundations file Form 990-PF, which lists grants paid.
Format-preserving encryption
Encryption whose output keeps the input's shape, so a nine-digit ID becomes another nine-digit ID. Teleon uses the NIST FF1 mode.
Forward citation
A later patent or application that cites an earlier one. Patents with many forward citations tend to be influential.
Futarchy
Deciding with markets: each option is priced by what forecasters expect it to do for a measured goal.
G8 terms
Gamma exposure
GEX: an estimate of how much options dealers must buy or sell as the underlying moves, summed from open interest and each contract's gamma.
GDSII
The standard file format for a chip's final layout geometry, the file a foundry builds from.
Gerber
The standard file set that describes each layer of a printed circuit board for fabrication.
Gold control
A test item whose correct answer is known, mixed into real work to measure accuracy honestly.
Gravity Ratchet
The rule that moves each workload to a cheaper execution mode once that mode proves reliable for it.
Greeks
Measures of how an option's price responds to the underlying price (delta and gamma), time (theta), volatility (vega) and interest rates (rho).
Ground truth
Observed data, such as shipments, vessel positions or satellite readings, used to check a stated claim.
GTFS-RT
GTFS Realtime: the standard feed format for transit trip updates, vehicle positions and service alerts.
H7 terms
H3
An open hexagonal grid that divides the globe into cells at 16 resolutions, so places can be grouped and joined by cell ID.
Handshake
The first call a site or agent makes to agree on API version and settings for everything that follows.
Harm veto
A hard stop: one persona can halt a plan that crosses a harm limit, whatever its index score.
Hash ring
A circle of hash values where each worker owns an arc, so work spreads evenly and moves little when workers change.
Holdout
Test data kept apart from training and tuning, so scores on it show real performance.
HTS
Harmonized Tariff Schedule: the code list that sets the duty rate for each kind of imported good, revised as rates change.
Hyperedge
A link that joins more than two things at once, such as a paper, its code, its dataset and its authors.
I3 terms
IATI
The International Aid Transparency Initiative standard for publishing aid and humanitarian spending, activity by activity.
Idempotent
Safe to repeat: running the same request twice leaves the same result as running it once.
Interconnection queue
A grid operator's ordered list of projects waiting for studies and approval to connect, such as power plants, batteries and large loads like datacenters.
J1 term
Jagged frontier
The uneven edge of what models do well: strong on some tasks, weak on close neighbours.
K4 terms
k-anonymity
A privacy floor: each released record shares its identifying fields with at least k minus 1 others, so any one person sits in a group of k or more.
Keyed watch
A standing request made with an API key that names what to follow and delivers each matching change.
KL surprise
How far a new reading shifts a source's expected values, measured as Kullback-Leibler divergence.
Kleisli wrapper
A thin layer that wraps a call with one concern, such as clamping inputs or scrubbing secrets, and composes with others.
L10 terms
L0, L1, L2
Three levels of detail for a capability: a short card, the typed contract, then exact source bytes.
Lane
A path through the queues for one kind of contribution, such as describing files or solving problems.
LCA
Labor Condition Application: the filing an employer makes with the US Department of Labor before hiring on an H-1B visa, including the wage offered.
LDA
Lobbying Disclosure Act filings: registrations and quarterly reports naming clients, issues and bills lobbied.
Lean 4
A programming language and proof assistant whose small kernel checks every step of every proof.
Lease
A time-limited claim on a task. The worker holding the lease finishes it or the lease expires and the task returns.
Lens
A pair of functions that translate a request or response between two schema versions in both directions.
LMP
Locational marginal price: the wholesale price of electricity at one grid node, made up of energy, congestion and loss components.
LMSR
Logarithmic market scoring rule: an automated market maker that always quotes a price for each outcome. Prices read as probabilities.
LSH
Locality-sensitive hashing: near-duplicate items land in the same bucket, so similar things are found fast.
M8 terms
Markup
A committee session where members amend a bill and vote to report it to the full chamber.
MaxSMT
Maximum satisfiability modulo theories: a solver keeps every hard rule and satisfies as much of the weighted soft rules as it can.
MCP
Model Context Protocol: an open standard for connecting agents to tools and data.
Merkle tree
A tree of hashes where each parent hashes its children, so one root hash proves every part is intact.
Micro-agent
A small deterministic program for one kind of task. It finishes the task itself or rides along with a claimed task as a recommended tool.
MinHash
A compact signature for estimating how much two sets overlap, used to find near-duplicates.
Monte Carlo analysis
Many simulations with randomly varied parameters, used to estimate yield and spread.
mp ID
The Materials Project's ID for a computed material, such as mp-149 for silicon.
N4 terms
Narrative velocity
How fast coverage of one event grows across distinct sources, measured after duplicate stories are merged.
Neuro-symbolic
Combining learned models with explicit rules and logic, so predictions respect known constraints.
Night lights
Nighttime light readings from the VIIRS day/night band, which rise and fall with activity at a site.
NLRB case
A matter before the US National Labor Relations Board: a representation petition or an unfair labor practice charge.
O6 terms
O*NET
The US Department of Labor's database of occupations, with the tasks, skills and tools of each. O*NET drift tracks how postings move away from those profiles.
Obsoletes and updates
Links in the RFC index: a newer RFC obsoletes the one it replaces and updates one it amends.
OKF
The schema-free record format at the first rung of the schema ladder, used for catch-all items.
OPRA
The Options Price Reporting Authority, which consolidates quotes and trades from the US options exchanges into one feed. Its data comes with its own terms.
Optical interposer
A layer under side-by-side chips that carries signals between them as light, through waveguides.
Ownership chain
The sequence of holding companies between a titled owner, such as an LLC on a deed, and the parent company that controls it.
P18 terms
Pareto frontier
The set of options where improving one measure, such as cost, would worsen another, such as quality.
Partition
One slice of a large table, chosen by a key such as site or queue, so reads and writes stay fast.
pass@k
The share of tasks solved at least once in k tries.
Patent family
All the filings that protect one invention across patent offices, such as a US patent, a European patent and a WIPO application.
PAVA
Pool adjacent violators: the standard way to turn raw scores into calibrated probabilities that only go up.
PDB ID
The four-character code for an entry in the Protein Data Bank, such as 4HHB for human deoxyhemoglobin.
PDUFA date
The goal date by which the FDA aims to act on a drug or biologic application, set under the Prescription Drug User Fee Act.
PID controller
A feedback controller that sets its next move from the current gap, the gap's running total and its rate of change, each weighted by a gain.
Pod
A small team of agent roles that owns one component: it builds, checks and repairs it together.
Preprint
A research paper posted publicly ahead of journal publication.
Preset promotion
Turning parameter settings a model found by trial into fixed presets that deterministic code reuses at code cost.
PrioritizedExtensibleList
Teleon's ordered evaluation record. Each item carries a priority, verdict, probability, strength and confidence, each on a 0 to 100 scale.
Procrustes bridge
A rotation that maps one embedding space onto another, so a new model can read an old index.
Progressive disclosure
Showing an agent a short summary first and the full detail only when it asks, to save context.
Proof certificate
A small file that lets a checker confirm a result is correct far faster than redoing the work.
Proof-carrying code
Code shipped with a machine-checkable proof of its properties, which the loader checks before the code runs.
purl
A standard ID for a library and its version that reads the same across registries, such as pkg:pypi/name@1.0.
PVT corners
Combinations of process, voltage and temperature extremes that a circuit must work across.
Q1 term
Quadrant lens
A two-axis view that places each system by vision and execution, with a confidence ellipse around each point.
R8 terms
Range request
An HTTP request for a span of bytes, answered with status 206.
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.
Record license
The terms that came with a record from its source, stored on the record itself so every reader sees them.
ReproZip
A tool that traces a program's run and bundles the files, libraries and settings it used, so the run replays elsewhere.
Rollout
One simulated run forward from a starting state through a proposed step, used to check the predicted outcome.
Royalty split
The share of credit or payment each contributor earns, written in basis points (1 bp is 0.01 percent).
RTL
Register-transfer level: a hardware description, in a language such as Verilog, of how data moves between registers each clock cycle.
Rubric
An ordered list of criteria for grading work. Knockout criteria must pass before the rest count.
S20 terms
Sanctions list
A government list of people, companies and vessels under sanctions, such as asset freezes or trade limits.
SAR
Synthetic aperture radar: a satellite radar that images the ground day and night, through cloud.
SBIR
Small Business Innovation Research: US federal funding for small firms in phases, from Phase I feasibility awards to Phase III follow-on contracts.
SCD Type 2
A history-keeping table design: each change adds a row with its valid-from and valid-to dates.
Schulze method
A ranked-choice voting method that picks the option a majority prefers in head-to-head comparisons.
Section 337
The US trade law under which the International Trade Commission investigates imports that infringe US patents and can bar them at the border.
Section 363 sale
A court-approved sale of a debtor's assets under section 363 of the US Bankruptcy Code, often by auction.
Separation logic
A logic for programs that share memory: each proof covers the resources a piece of code owns, so proofs compose.
Setpoint
The target value a controller steers a measure toward. BotFabric keeps one per KPI, with the current reading beside it.
SimHash
A short fingerprint of a document where similar documents get similar fingerprints.
SingleFlight
Request coalescing: when many callers ask for the same missing item at once, one fetch runs and every caller shares its result.
Sister track
The improvement track that runs beside each database: it tunes priorities, synonyms and steps behind holdout checks.
SKOS
A W3C standard for vocabularies: preferred labels, synonyms and broader and narrower terms.
SLSA
Supply-chain Levels for Software Artifacts: signed provenance that records how an artifact was built and from which inputs.
Soft rule
A rule at level 4 or 5 of the hierarchy. An agent may bend it by filing a receipt with the slack used, the penalty and a compensating guard.
SPC chart
A statistical process control chart: a running measure with limits that flag unusual change.
Spot price
The current price for something bought for immediate use, such as a machine at auction or a GPU hour.
SPRT
Sequential probability ratio test: weighs the evidence after each observation and stops as soon as the answer is clear.
Swanson ABC bridge
A discovery link: when A connects to B in one source and B to C in another, A and C become a lead.
SWHID
Software Heritage identifier: a permanent ID made from a file's hash, such as swh:1:cnt: followed by 40 hex digits.
T2 terms
THP
Teleon Handshake Protocol: how a site or agent negotiates API version and parameters with the backend.
Trigram index
An index of every three-character sequence, so substring and typo-tolerant search stays fast.
U1 term
UCC-1
A state filing that records a lender's claim on a borrower's property. It lasts five years; a continuation extends it.
V1 term
VIN
Vehicle identification number: the 17-character code that identifies a road vehicle, its maker and its model year.
W6 terms
WARN notice
Advance notice that a US employer files with the state before a plant closing or mass layoff, as the WARN Act requires.
Wasm sandbox
WebAssembly runtime with fuel metering and closed network access, used to run untrusted code safely.
Waveguide
A structure that confines light and guides it along a path on a photonic chip.
Welfare index
One score for how a plan treats everyone it affects. The Rawlsian-Nash form puts the worst-off group first and rewards balanced gains.
World model
A model that predicts how a system's state changes after an action, used here to preview a step before it runs.
WORM
Write once, read many: storage that keeps backups exactly as written, for clean restores.
X2 terms
XBRL
eXtensible Business Reporting Language: the tagged format of financial statements filed with the SEC, so each figure and footnote compares across filings.
XFetch
Probabilistic early recomputation: a cached item refreshes shortly before it expires, so refreshes spread out and misses stay rare.
Z1 term
Zombie lease
A lease whose worker has stopped responding. The reaper reclaims it so the task can run again.