Evidence observatory

Compatibility without
the guesswork.

A wired adapter is not the same as an exact model run. Every entry separates DecaCap implementation evidence, vendor documentation, user-side requirements, and the verification that still has to happen on a real account or device.

Curious Obmil studies an observatory instrument beside a smaller happy GoldCap with one main cap, two small caps, and living gold veins
Curious checks the signal. GoldCap keeps the local path close to the user.
Adapter wiredcloud

Anthropic Claude

Streaming text output with a separate system instruction and bounded message history.

Interface: Messages API

Inspect evidence + limits
Adapter wiredcloud

Google Gemini

Streaming text output through the Google Generative Language endpoint.

Interface: Generative Language streamGenerateContent

Inspect evidence + limits
Adapter wiredcloud

Kimi

Non-streaming final text output through the Moonshot chat-completions endpoint.

Interface: Moonshot OpenAI-compatible chat completions

Inspect evidence + limits
Adapter wiredcloud

Perplexity

Streaming text output through Perplexity’s OpenAI-compatible endpoint.

Interface: Chat Completions

Inspect evidence + limits
Adapter wiredcloud

DeepSeek

Streaming text output through DeepSeek’s OpenAI-compatible endpoint.

Interface: Chat Completions

Inspect evidence + limits
Adapter wiredcloud

xAI Grok

Streaming text output through xAI’s OpenAI-compatible endpoint.

Interface: Chat Completions

Inspect evidence + limits
Companion pathlocal runtime

Ollama

Local text inference from any entitled Workbench box through the user-paired loopback companion.

Interface: Device-local /api/chat and /api/tags

Inspect evidence + limits
Companion pathlocal runtime

OpenAI-compatible local runtime

Local text inference through the user’s companion when the runtime follows the supported OpenAI-compatible response contract.

Interface: User-configured loopback chat-completions endpoint

Inspect evidence + limits
Configured toolkittraining toolkit

MLX-LM LoRA / QLoRA

An explicitly started local fine-tuning command using GoldCap-prepared data on compatible Apple silicon systems.

Interface: Local command launched by the companion

Inspect evidence + limits