Skip to main content

fruxon

PyPI version Python License

Run, build, and orchestrate AI agents from your terminal — the official Python SDK and CLI for the Fruxon platform.

Install

pip install fruxon

Requires Python 3.10+.

30-second quickstart

fruxon login                                       # opens a browser; stores the token in your OS keychain
fruxon agents list                                 # see what's deployed in your workspace
fruxon agents schema my-agent                      # learn what parameters my-agent expects
fruxon agents draft pull my-agent                  # fetch the working copy locally
fruxon agents draft validate my-agent              # lint the definition before pushing
fruxon agents draft run my-agent -p question="hi"  # run the draft to validate it

Production invocation of a deployed agent isn't a CLI concern — call it from your app via the Python client. The CLI is for building and maintaining agents.

fruxon doctor will tell you if anything's misconfigured.

The CLI

Top-level discovery commands — useful whether you're a human or an AI agent driving the CLI:

Command What it does
fruxon describe Dump the entire CLI surface as one JSON document (paths, args, options, types, defaults, choices, examples). The right entry point for an LLM driver — read it once, fluent.
fruxon examples [topic] Curated, pasteable invocations grouped by topic (draft, agents, executions, …).
fruxon completion {bash|zsh|fish} Print a shell-completion script. eval "$(fruxon completion zsh)" to install.
fruxon guides list / show <id> Bundled CLI playbooks. Start with fruxon-meet; AI-agent drivers should load fruxon-agent-mode first.
fruxon doctor Diagnose local setup (interpreter, SDK version, credentials, API reachability, auth).

Auth:

Command What it does
fruxon login Browser-based sign-in. token goes to your OS keychain (Keychain on macOS, Secret Service on Linux, Credential Manager on Windows). --token $KEY for headless. --preset observer|operator|developer|maintainer|admin declares the access level the key is minted with (default: developer); the approval page shows it for the user to approve or deny.
fruxon whoami Show the active key/workspace and where each value came from (flag, env, keychain, file).
fruxon logout Forget stored credentials.
fruxon config list / get / set / unset Read/edit the persistent CLI config.

Execution:

Command What it does
fruxon agents draft run <agent> -p k=v Run the agent's draft revision (Origin=TEST — owner-scoped, no prod spend). The CLI's one execution surface. Streams text by default; pass --output json or --no-stream for the full result envelope. Under agent mode, emits NDJSON on stdout — one JSON record per SSE event.
fruxon agents executions list <agent> List past executions, newest-first. The discovery step — find a record id. Narrow by time (--status, --origin (PRODUCTION default / TEST), --revision, --since/--until, --limit) or by conversation (--participant, --session, --tool, --with-tool-errors, --has-tool-calls, --trigger-type, --run-type, --min-duration-ms). Rows carry subject and deliveryStatusCOMPLETED says the agent finished, not that anyone heard it.
fruxon agents executions get <agent> <record-id> Record summary for one execution — status, duration, cost, tokens.
fruxon agents executions trace <agent> <record-id> Step-by-step trace of one execution — LLM/tool calls, durations. --show-io also prints each tool step's parameters and result (the payload lives at steps[].result, a sibling of toolTrace — whose resultDelivery carries sizes only).
fruxon agents executions result <agent> <record-id> The final output one execution produced.
fruxon agents approvals list/get/respond/cancel <agent> Operate a step's human-in-the-loop gate — see what a run is blocked on and answer it. respond/cancel confirm first and refuse without --yes in agent mode (an LLM must not silently auto-approve).
fruxon agents memory list/subjects/get/forget-subject <agent> Inspect and prune what an agent remembers. list filters server-side by --subject/--search/--scope; forget-subject is a GDPR-style delete (confirms; refuses without --yes in agent mode).
fruxon agents topics list/search/get/messages/sessions <agent> + fruxon agents inbox <agent> Read the conversation spine — the agent's topics (threads), one topic's transcript, its episodes, and its inbox (what it's focused on). list/search filter server-side by --state/--participant/--query. Read-only. Each message carries author — a human colleague's turn is stored as ASSISTANT on purpose, so role alone cannot tell their reply from the agent's; HUMAN_OPERATOR can. A message the runtime withheld is in no transcript at all — see fruxon messages list. sessions explains a fresh, blind session: a topic outlives its sessions, and endCause on the previous one (CONSOLE_ALREADY_RESOLVED — a human closed it in the provider's console) is why the next started with no history.
fruxon escalations list/history/unhandled/policy/ack What happened when an agent handed a conversation to a person. list is the queue (live takeovers + degraded escalations nobody was reachable for); unhandled is the append-only ledger under it. history is the record of closed console-routed takeovers — those leave the queue, so list --status ALL answers [] about a conversation a human worked for half an hour. Read humanObservedAt before believing a RESOLVED: null means nobody was ever seen picking it up. policy <agent> resolves who the next escalation would reach — an empty ladder under NATIVE_HANDOFF is correct, the console supplies the human.
fruxon messages list The channel ledger — including inbound an agent was never shown. A withheld message (a human owns the chat in the source console, or admission refused the sender) never becomes a conversation turn, so it is in no transcript and the thread reads as a customer being ignored. --delivery WITHHELD_PENDING lists the ones nothing has ever acted on; nothing drains them.
fruxon agents sandbox open/turn/fire/resolve-input/stream/answer/close <session> Drive an agent-network sandbox end-to-end without real channels — send turns as participants, test-fire triggers, and watch the run (stream, NDJSON in agent mode). Sandbox captures the reply and hard-blocks every real send; --await makes consult/approval gates suspend so they can be resolved (answer for consults, approvals respond for approvals).
fruxon agents sandbox test <file-or-dir> Run scenario-based e2e tests of an agent's network behavior. A scenario (YAML/JSON) declares steps (turns / trigger fires), responders (scripted consult/approval answers), and expect assertions (reply / routing / no-leak / outcome); the runner drives a sandbox session and returns one verdict — exit 0 (pass) / 1 (fail) / 12 (bad file), with --junit for CI. An optional setup block provisions real resources first — an asset (uploaded + ingestion-waited), participant, or agent — templated as ${asset.catalog.id} and torn down afterwards even on failure (--keep to inspect). Assertions are deterministic by default; reply_judge: {metric, min_score} adds an opt-in semantic check that scores the reply against a tenant eval metric. The thing an agent runs to prove the agent it built works.

Invoking a deployed agent in production goes through the Python client (FruxonClient.stream / execute), not the CLI.

Agent authoring + management:

Command What it does
fruxon agents list Browse every agent in your workspace. --output id for shell pipes; --include-disabled (-a) to include disabled ones.
fruxon agents get <id> Inspect one agent — display name, deployed revision, tags, expected parameters.
fruxon agents schema <id> Typed parameter metadata — names, types, required, options. The shape a run will accept.
fruxon agents validate <id> -p k=v Pre-flight a payload against the schema. Catches missing-required / wrong-type / invalid-option client-side, surfacing every finding in one pass.
fruxon agents create --file <body.json> [--application <id>] Provision a new agent shell. Every agent is owned by an Application — --application fills networkId, and the workspace default is used when you omit it. Pair with --schema to print the JSON schema for the body first.
fruxon agents draft schema Print the JSON Schema for a draft body (AgentDraftPayload) — the file you author: one definition plus its parametersMetadata, full capability closure inlined.
fruxon agents draft validate <id> [--online] Lint a draft body locally (no network): a missing definition, slot ids, tool→slot wiring, provider config, misplaced parametersMetadata. --online also resolves references against the live catalog (unknown/unpublished config, unreal model, bad tool id). {valid, errors, warnings} envelope (the same errors as agents validate); exits 12 on any error. warnings[] are advisory wiring gaps (consult_unwired, approver_slot_undeclared) that never flip valid or the exit code.
fruxon agents draft run <id> --file <def.json> Run a draft definition against an existing agent without publishing it. A CI gate for agent changes.
fruxon agents revisions create/get/deploy Mint and deploy immutable revisions. create --deploy does both in one step. get --as-draft converts a stored revision back into a postable body.
fruxon agents slots list/bind/unbind <id> An agent's contacts — the humans notify / ask / escalate reach. The definition declares them; the binding says who receives (--participant, --role, or --queue). Declared but unbound means the reach-out dead-ends at run time, so list calls that out and unbind is --yes-gated. bind --role warns first when nobody holds the role — advisory, since binding ahead of staffing is legitimate.
fruxon agents check <id> Audit whether a deployed agent is wired to run end-to-end, beyond the definition: a deployed revision, an inbound path (bound trigger / channel), a consult roster if the agent enables consult, declared and bound contacts, every bound trigger populating the agent's required params, and that the revision's references resolve. {overall, checks[]} (doctor-style); exits non-zero only on a hard fail (no deployed revision) — advisory warn rows stay exit 0.
fruxon agents draft pull/push/status/undo/redo/reset/discard Local working-copy authoring loop — same draft an open studio tab edits.
fruxon agents draft evaluate <id> --dataset <uuid> Score the draft against a golden dataset (expensive — every sample is a full agent run).
fruxon agents tests list/show/watch/cost/delete Browse + tail the test-chat sessions you've run on an agent (owner-scoped).
fruxon agents budget list/get/set/delete Per-origin (PRODUCTION / TEST) cost caps and spend visibility.

Integrations + tools:

Command What it does
fruxon integrations list/get/create/update/verify/open Manage external integrations — the connections agents draw tools from. create/update/verify take a --file JSON body; open opens the dashboard.
fruxon integrations configs list/get Inspect the per-integration auth/config records.
fruxon integrations authorize <integration> Mint an application-level OAuth authorization URL to connect an integration — auto-detects its OAuth2 method (--auth-method to pick, --scope/--config-param to tune). OAuth needs a browser consent step, so the CLI hands you the link; a human clicks it, and the connection is saved as a tenant config a slot can pin.
fruxon integrations triggers <integration> List the event types an integration can fire an agent on — each descriptor's id is the eventType a trigger listens for, plus the payloadFields (dotted paths) a binding's parameterMappings can read. Discovery for wiring an inbound-event trigger without guessing.
fruxon integrations mcp … Inspect and enable the MCP server for an integration.
fruxon tools list/get/create/update/delete/run Manage the tools inside an integration. Integration-scoped. run executes one tool outside any agent — real credentials, real result — via --tool plus -p key=value, with -c naming the config that supplies credentials.
fruxon keys list/mint/revoke/delete/history/scopes Audit and revoke scoped tokens. Minting opens the dashboard so the secret never enters the CLI process.
fruxon llm-providers list/get/models Browse LLM providers and models supported at the tenant level.
fruxon assets create/list/get/wait/operations/delete Manage knowledge-base (RAG) assets a step can query — upload local files, wait for async ingestion, inspect operations, and use the ids for assetConfig.assetIds. delete confirms + refuses without --yes in agent mode.
fruxon assets search/documents/chunks Reproduce and inspect a retrieval. search runs the same query an agent's search_assets does (--mode HYBRID/VECTOR/FULL_TEXT, --top-k, fusion weights) — note score is on a different scale per mode, and in hybrid the top hit is always 1.0. documents lists what the index contains (a chunkCount of 0 means that file yielded no indexable text); chunks reads one document's chunks in order.
fruxon metrics list Browse the evaluation-metric catalog — the ids a step's LLM-judge config (judge.metrics[]) binds, with a default weight each.
fruxon triggers list/get/create/update/delete/fire/bind/unbind Manage triggers — the schedule/event sources that fire agents. create/update take --file (+--schema); create also takes --application, the Application that will own the trigger and must own everything it fires. bind/unbind wire which agents fire; fire runs it now. fire/delete/unbind confirm + refuse without --yes in agent mode. The control plane for autonomy. get returns the full stored workShape and every scheduleTimes slot, so `get -o json
fruxon triggers doors The pre-configured source doors a work shape can be built on — the first question of authoring an automation, and the one --schema cannot answer: it tells you a workShape.door carries a doorId, not which ids exist. Each row is the integration a chosen integrationConfigId must belong to, plus the one query field that is genuinely yours (label + example). Read-only and static: a door is a claim that one combination of list tool, identity path and watermark actually works, made in platform code by someone who verified it. An integration with no door is still fully usable — configure workShape.source by hand.
fruxon triggers preview-shape/test-source Dry-run a work shape before saving or activating it; both write nothing. preview-shape renders, per stage, the resolved instruction, the whole user_query the agent is handed (item payload included), and the JSON schema the stage's declared produces keys become — against a real backlog item when you name a trigger. test-source runs the door's list tool once and says, per record, whether admission would take it, plus the exact arguments the tool was called with (for Gmail, your query with the day-granular after: folded in). --file tests a shape being edited.
fruxon triggers ledger funnel/items/cursor/transitions/effects/batches The work items a schedule trigger's work shape admitted. funnel counts per stage and status (every item is in exactly one cell). items is the grid — --stage, --status, --item-key (client-side; the endpoint has no such filter), and each item's accumulated data, which is where a stage's declared produces keys land. cursor is the watermark and its freshness. transitions is one item's attempt history; effects is what it did to the outside world — an UNKNOWN row parks the item until someone settles it. batches is what an ASK stage is waiting on a human for.
fruxon triggers ledger redrive/ignore/settle/cancel-batch The operator verbs; all confirm and refuse without --yes in agent mode. redrive returns a DEAD or FAILED item to the queue with its attempts reset — settle any UNKNOWN effect first or the next attempt hits the same refusal. ignore excludes an item for a required reason, which is the only thing separating IGNORED from DEAD later. settle answers an effect the platform could not confirm (--landed / --did-not-land + --reason); wrong in the second direction duplicates the write. cancel-batch calls off a question — the items go back to READY and a later pass re-batches them.
fruxon triggers questions list/answer The human half of an ASK stage, tenant-wide. ledger batches <trigger> answers what is this automation waiting on; this answers what is waiting on anyone — soonest deadline first, which is how an undelivered question gets found at all. Read delivery first: UNDELIVERABLE (nobody reachable in the slot) and FAILED (a target resolved, the send did not land) both mean nobody was asked and nobody will answer unless you do — QUEUE_ONLY is healthy. --undelivered-only narrows to that pair; --trigger filters client-side (the endpoint has no such filter). answer settles one on the assignee's behalf and is --yes-gated: the reply interpreter fails closed, so an answer it cannot place advances nothing and the question stays open, and each item advances only once the stage's answeredWhenPath is filled — answering two of three advances two.
fruxon triggers set-stages <id> --file Replace an automation's stages without rewriting the rest of its work shape (a PATCH replaces the whole shape, so this reads it, splices, and posts). Takes a bare stages array or any document carrying one. Pre-flights the two refusals the server only reports after the write: live items at a stage your list drops, and a door that will re-expand source on save. --dry-run prints the merged shape and the warnings.
fruxon triggers revisions list/get/restore A trigger's audit history — every mutation writes a snapshot, and changeReason separates a config edit from a binding reconcile. `get -o json
fruxon secrets list/get/grants Discover tenant secrets a step can reference — the ids for allowedSecretIds and the {{secret.KEY}} names, with publish-state and per-agent grants. Metadata only; values are never returned.
fruxon participants list/get/create/update/delete/enable/disable Manage agent-network participants (people / groups / agents the network routes to). list takes --search (matches names and channel addresses and account ids, so a phone number or handle resolves to an id, and searches both directory tiers by default), --kind, --tier, --agent, --environment-id, and pages up to --limit / --all. create/update take --file (+--schema); enable/disable toggle routing; delete confirms + refuses without --yes in agent mode.
fruxon applications roles <id> The Application's roster roles — who holds each, who defers to it, and how many holders are consultable. The answer to what a --role contact binding leaves open: the server takes any role string, so a role with references and no holders refuses at delivery time. --unheld-only lists just those. Trust the consultable count — every role path, delivery and consult alike, resolves through the consult-allowed member edges, so a holder without one is tagged but unreachable.
fruxon applications list/get Inspect Applications — the container that owns agents, workflows and people. Every agent belongs to exactly one, and agents create needs its id, so this is where you find it. Creating and re-homing an Application itself stays in the dashboard.
fruxon applications entry-points list/get/connect/attach/detach/move/update How inbound actually reaches an agent: an Application's claim on an external address. list with no Application answers "is this address already taken?". connect mints a new doorway (and prints the webhook URL once); attach adopts an existing one; move re-homes a claimed address; detach returns it to the Default Network. Writes — detach/move confirm first.
fruxon environments list/get/create/update/archive Manage end-customer environments — the slugs connector bindings and execute(environmentSlug=…) attribute runs to (per-customer cost tracking, quotas, analytics). list --search filters; archive confirms + refuses without --yes in agent mode.
fruxon pipelines list/get Read collection pipelines — one Agent or Workflow run per item of a source. An agent's pipelines.bindings allowlist names them by id and run_pipeline refuses any id it does not name, so this is where those ids come from (get also lists the reusable sourceIds allowedSourceIds takes). Read-only.
fruxon capabilities list/get/create/update/delete Manage the consult-routing vocabulary (capabilities = name/area/description) that roster bindings and pins reference. create/update take --file (+--schema); delete --yes-gated in agent mode.
fruxon participants bind/unbind/roster + fruxon agents roster Wire a participant onto an agent's consult roster and set its policy (roles / urgency / response policy); agents roster reads who advises an agent. unbind --yes-gated.
fruxon consult-pins list/get/create/delete Deterministic capability→participant routing overrides (skip the network's scoring). create takes --file (+--schema); delete --yes-gated.
fruxon triggers list/get Discover tenant triggers — the scheduled / event sources that fire agents, invisible to draft authoring otherwise.
fruxon agents channels list / agents endpoints Inspect a networked agent's channel bindings and resolved provider endpoints (with bot identity). Superseded by applications entry-points list, which names the Application answering on each address; these read endpoints outside the published API.
fruxon skills list/show Browse the tenant's product-skill catalog (resources that attach to agents at runtime).

fruxon agents draft run — examples

fruxon agents draft pull my-agent                                  # fetch the working copy first
fruxon agents draft run my-agent -p question="Hello" -p lang=en
fruxon agents draft run my-agent -p temp:=0.7 -p tags:='["a","b"]' # ':=' for typed JSON
fruxon agents draft run my-agent -p prompt=@./prompt.md            # '@file' reads from disk
fruxon agents draft run my-agent --params ./params.json            # whole-object input
cat params.json | fruxon agents draft run my-agent --stdin
fruxon agents draft run my-agent --output json                     # full result envelope
fruxon agents draft run my-agent --file my-agent.draft.json        # push local edits, then run

Agent mode (CI, Claude Code, custom orchestrators)

When CLAUDECODE=1, CI=1, or FRUXON_AGENT_MODE=1 is set, the CLI flips to a contract designed for parseability:

  • JSON by default. Every --output flag defaults to json. Every read command emits a stable shape; every write echoes the server's response.
  • NDJSON streaming. fruxon agents draft run and fruxon agents tests watch emit one JSON record per line on stdout ({"type":"text","delta":"..."}, {"type":"tool_call",...}, {"type":"done",...}).
  • Typed exit codes. 10 = auth_required, 11 = not_found, 12 = validation, 13 = conflict, 14 = server_error, 15 = network_error, 16 = interactive_required. Match on the number, not on prose.
  • Structured errors. Every failure emits a one-line JSON envelope on stderr: {"error":{"code","message","exit_code","hint"}}.
  • Interactive guards. Any path that would block on stdin (browser login, --edit, missing --yes) fails fast with EXIT_INTERACTIVE_REQUIRED and a hint naming the bypass flag.
  • Cold-start manifest. Bare fruxon invocation emits a one-line JSON manifest with next-step commands so an LLM driver learns the surface without --help walking.

Full contract: fruxon guides show fruxon-agent-mode.

The Python client

from fruxon import FruxonClient

client = FruxonClient(token="...", workspace="acme-corp")

# One-shot
result = client.execute(
    "support-agent",
    parameters={"question": "How do I reset my password?"},
)
print(result.response)
print(f"{result.trace.duration}ms · ${result.trace.total_cost:.4f}")

# Multi-turn — thread the session ID into subsequent calls
followup = client.execute(
    "support-agent",
    parameters={"question": "Tell me more"},
    session_id=result.session_id,
)

# Streaming
for chunk in client.stream_text("support-agent", parameters={"question": "Hi"}):
    print(chunk, end="", flush=True)

# Lower-level: typed SSE events (text, tool_call, tool_result, done, …)
for event in client.stream("support-agent", parameters={"question": "Hi"}):
    ...

# Discovery
for agent in client.list_agents():
    print(agent.id, agent.current_revision)

# Typed parameter metadata — what `execute` / `stream` will accept
schema = client.get_agent_parameter_metadata("support-agent", revision=1)
for p in schema["metadata"]:
    print(p["name"], p["type"], "required" if p.get("required") else "optional")

# Test a draft flow without publishing it (same result shape as execute)
result = client.test("support-agent", {"flow": {...}, "baseRevision": 3, "parameters": {...}})
for event in client.stream_test("support-agent", {"flow": {...}}):
    ...

# Integrations & tools — the connections + capabilities agents are built from
for integ in client.list_integrations(types=["CUSTOM"]):
    print(integ.id, integ.type)
client.create_integration({"id": "github", "displayName": "GitHub", "configMetadata": {...}})
for tool in client.list_tools("github"):
    print(tool.id, tool.tool_type)
client.create_tool("github", {"id": "list_commits", "integrationId": "github", "descriptor": {...}})
client.run_tool("github", {"toolId": "list_commits", "parameters": {"repo": "fruxon-sdk"}})

# Assets — local files become RAG knowledge sources after async ingestion
created = client.create_asset_from_file("./handbook.pdf", name="Support handbook")
asset_id = created["asset"]["id"]
client.wait_for_asset(asset_id, operation=created["longOperation"]["id"])
for asset in client.list_assets():
    print(asset.id, asset.vectorized)

The client picks up FRUXON_TOKEN, FRUXON_WORKSPACE, and FRUXON_BASE_URL only if you read them yourself — the constructor takes explicit values. The CLI resolves them automatically (flags → env → stored config).

Credentials & storage

The CLI resolves auth in this order (first non-empty wins):

  1. Explicit flags — --token / --workspace / --base-url
  2. Environment — FRUXON_TOKEN / FRUXON_WORKSPACE / FRUXON_BASE_URL
  3. Stored credentials (managed by fruxon login)

The stored layer is split:

  • token → OS keychain via keyring. Set FRUXON_NO_KEYRING=1 or let the keyring be unavailable to fall back to a 0600 JSON file.
  • Non-secrets (workspace, base_url) → plain JSON under ~/.fruxon/credentials.

fruxon config list shows both sources side by side.

Environment variables

Var Effect
FRUXON_TOKEN Default token.
FRUXON_WORKSPACE Default workspace.
FRUXON_BASE_URL Override the API base URL (staging / self-hosted).
FRUXON_CONFIG_DIR Override the credentials directory (default ~/.fruxon).
FRUXON_DASHBOARD_URL Override where fruxon login points the browser.
FRUXON_AGENT_MODE=1 Opt into the agent-mode contract (JSON outputs, NDJSON streams, typed exits, structured errors). Also auto-detected from CLAUDECODE=1 / CI=1.
FRUXON_NO_KEYRING=1 Force the JSON-file fallback for the token.
FRUXON_CA_BUNDLE Path to a PEM file of extra trusted CAs (corporate TLS proxies).
FRUXON_INSECURE=1 Disable TLS verification (dev/staging only — never production).
FRUXON_NO_BANNER=1 Suppress all branding chrome.
FRUXON_NO_UPDATE_CHECK=1 Opt out of the "newer version available" notifier.
NO_COLOR=1 Standard convention — disables color output.

Docs

In-CLI:

  • fruxon describe — the whole command tree as JSON
  • fruxon guides list — bundled procedural playbooks (orientation, build-agent, agent-mode contract, debug-trace, …)

License

MIT — see LICENSE.

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

fruxon-0.10.12.tar.gz (655.4 kB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

fruxon-0.10.12-py3-none-any.whl (500.0 kB view details)

Uploaded Python 3

File details

Details for the file fruxon-0.10.12.tar.gz.

File metadata

  • Download URL: fruxon-0.10.12.tar.gz
  • Upload date:
  • Size: 655.4 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/7.0.0 CPython/3.13.14

File hashes

Hashes for fruxon-0.10.12.tar.gz
Algorithm Hash digest
SHA256 bc01d572466dab83370327dc857062de24b6655d8941953e99e730a50d817dd9
MD5 9a32cdbec184f960f3f9744d656210b0
BLAKE2b-256 ddc46f65cb9c06de07e88951ca0ce5fdd973cc0dbf97e59990ee1b1e78ef4c43

See more details on using hashes here.

Provenance

The following attestation bundles were made for fruxon-0.10.12.tar.gz:

Publisher: release.yml on fruxon-ai/fruxon-sdk

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file fruxon-0.10.12-py3-none-any.whl.

File metadata

  • Download URL: fruxon-0.10.12-py3-none-any.whl
  • Upload date:
  • Size: 500.0 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/7.0.0 CPython/3.13.14

File hashes

Hashes for fruxon-0.10.12-py3-none-any.whl
Algorithm Hash digest
SHA256 f0fcb3fff95a12ed5c534bf37c7d3bd7e8e4828d9ef951b4bba8b51dc27eefa7
MD5 e5ff79003b18f3558eb68afcf1dc6b0c
BLAKE2b-256 5322a765b7fd6e6051f1b4e1a24248645841d7ebabaa9647c79cb9c4d8b1e67f

See more details on using hashes here.

Provenance

The following attestation bundles were made for fruxon-0.10.12-py3-none-any.whl:

Publisher: release.yml on fruxon-ai/fruxon-sdk

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Release history Release notifications | RSS feed

This release

0.10.12 This release

2 files

0.10.11

2 files

0.10.10

2 files

0.10.9

2 files

0.10.8

2 files

0.10.7

2 files

0.10.6

2 files

0.10.5

2 files

0.10.4

2 files

0.10.3

2 files

0.10.2

2 files

0.10.1

2 files

0.10.0

2 files

0.9.18

2 files

0.9.17

2 files

0.9.16

2 files

0.9.15

2 files

0.9.14

2 files

0.9.13

2 files

0.9.12

2 files

0.9.11

2 files

0.9.10

2 files

0.9.9

2 files

0.9.8

2 files

0.9.7

2 files

0.9.6

2 files

0.9.5

2 files

0.9.4

2 files

0.9.3

2 files

0.9.2

2 files

0.9.1

2 files

0.9.0

2 files

0.8.5

2 files

0.8.4

2 files

0.8.3

2 files

0.8.2

2 files

0.8.1

2 files

0.8.0

2 files

0.7.2

2 files

0.7.1

2 files

0.7.0

2 files

0.6.1

2 files

0.6.0

2 files

0.5.19

2 files

0.5.18

2 files

0.5.17

2 files

0.5.16

2 files

0.5.15

2 files

0.5.14

2 files

0.5.13

2 files

0.5.12

2 files

0.5.11

2 files

0.5.10

2 files

0.5.8

2 files

0.5.7

2 files

0.5.6

2 files

0.5.5

2 files

0.5.4

2 files

0.5.3

2 files

0.5.2

2 files

0.5.1

2 files

0.5.0

2 files

0.4.1

2 files

0.4.0

2 files

0.3.1

2 files

0.3.0

2 files

0.2.0

2 files

0.1.1

2 files

0.1.0

2 files

Anthropic, PBC Visionary sponsor Bloomberg Visionary sponsor Hudson River Trading Visionary sponsor Meta Visionary sponsor NVIDIA Visionary sponsor Microsoft Sustainability sponsor Depot Continuous Integration AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page