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Provider key onboarding probe

Alfredpros | key inventory fit

Alfredpros key inventory fit decides whether a key can move from identification into inventory, pricing, routing, and launch. TestKey starts with 1 covered models, global route, sample models CodeLLaMa 7B Instruct Solidity, then verifies with read-only probes.

Provider
Alfredpros
global route
Model coverage
1
CodeLLaMa 7B Instruct Solidity
Probe dimension
key inventory fit
inventory-fit
Onboarding signal
1 models can become inventory candidates
alfredpros
Provider onboarding summary
Provider
Alfredpros
Probe dimension
inventory-fit
Model coverage
1
Read-only check. Detection data burns after 5 minutes.
Read-only check. Detection data burns after 5 minutes.

Why this probe matters

Alfredpros key inventory fit decides whether a key can move from identification into inventory, pricing, routing, and launch. TestKey starts with 1 covered models, global route, sample models CodeLLaMa 7B Instruct Solidity, then verifies with read-only probes.

  • Provider: Alfredpros
  • Model coverage: 1
  • Probe dimension: key inventory fit

How to prove it

Read-only check. Detection data burns after 5 minutes.

  • Identify the real provider first, then verify key inventory fit; do not treat OpenAI-compatible as real OpenAI by default.
  • Use 1 covered models as candidates, then read /models, balance, error bodies, and limit headers.
  • 1 models can become inventory candidates

Next action

Alfredpros key inventory fit should become an action: add provider config, fill pricing, import inventory, set route, add monitoring, or send to human review.

  • Read-only check. Detection data burns after 5 minutes.
  • Onboarding signal: 1 models can become inventory candidates
  • Model coverage: CodeLLaMa 7B Instruct Solidity