TRC Documentation — Cloud, Sovereign Enclaves, Unified API & Client Platforms

What TRC Gives You — And Why Teams Switch Infrastructure

Modern businesses and independent builders routinely pay six to ten separate vendors just to ship and operate software: frontend hosting, managed Postgres, managed Redis, S3 object storage, multiple LLM API providers, desktop/IDE coding subscriptions, video/audio production tools, office suites, and high-commission creator marketplaces.

TRC (https://www.trc.inc) consolidates that entire stack into one cohesive operating system backed by a single deterministic wallet, scoped SHA-256 API keys, hardware-isolated Sovereign Cloud enclaves, and native applications across Web, Mobile (Android & iOS), Desktop (macOS Apple Silicon, macOS Intel, Windows 10/11), and Visual Studio Code.

60-Second Developer Quickstart

Every TRC account can mint scoped developer keys from the API Console (/developer/api) and immediately call the OpenAI-compatible AI Gateway or stream files up to 2 GB into your Cloud Storage Vault.

Point any existing OpenAI SDK client at https://api.trc.inc/api/v1/ai/deepseek (or google, openai, anthropic, alibaba, kimi, xai, together) with your trc_... key — zero application code rewrite required. Want to test live inference and verify token math in 10 seconds before creating an account? Open Live Price & Spec Proof (/docs/proof) or pass our capped zero-card evaluator key Bearer trc_eval_public_v1 on deepseek-flash.

cURL

# 1. Call the OpenAI-compatible TRC AI Gateway
curl -X POST "https://api.trc.inc/api/v1/ai/deepseek/chat/completions" \
  -H "Authorization: Bearer trc_live_your_scoped_key" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "deepseek-flash",
    "messages": [
      { "role": "system", "content": "Summarize infrastructure migration steps concisely." },
      { "role": "user", "content": "We are moving a Node API, Postgres pgvector DB, and 1.5 TB of media to TRC." }
    ],
    "temperature": 0.2
  }'

# 2. Stream a binary dataset or build artifact straight to your Cloud Storage Vault
curl -X POST "https://api.trc.inc/api/v1/storage/upload?folder=datasets/prod" \
  -H "Authorization: Bearer trc_live_your_scoped_key" \
  -H "Content-Type: application/octet-stream" \
  -H "x-file-name: embeddings-snapshot-v1.parquet" \
  --data-binary "@./embeddings-snapshot-v1.parquet"

TypeScript (OpenAI SDK)

import OpenAI from 'openai';

// Drop-in OpenAI SDK client — switch providers by changing one path segment:
// /ai/deepseek | /ai/google | /ai/openai | /ai/anthropic | /ai/alibaba | /ai/kimi | /ai/xai
const trc = new OpenAI({
  apiKey: process.env.TRC_API_KEY, // Bearer trc_... (models:use scope)
  baseURL: 'https://api.trc.inc/api/v1/ai/deepseek',
});

const completion = await trc.chat.completions.create({
  model: 'deepseek-flash',
  messages: [
    { role: 'user', content: 'Generate a PostgreSQL 16 pgvector index migration for 1536-d embeddings.' },
  ],
});

console.log(completion.choices[0]?.message?.content);

Python (AI + Vault)

import os
import requests
from openai import OpenAI

API_KEY = os.environ["TRC_API_KEY"]

# 1. Frontier reasoning via standard OpenAI Python client
client = OpenAI(
    api_key=API_KEY,
    base_url="https://api.trc.inc/api/v1/ai/google",
)
resp = client.chat.completions.create(
    model="gemini-3.8-flash",
    messages=[{"role": "user", "content": "List three health-check probes for zero-downtime deploys."}],
)
print(resp.choices[0].message.content)

# 2. Check your 50 GB - 50 TB Cloud Storage Vault quota & upload a checkpoint
usage = requests.get(
    "https://api.trc.inc/api/v1/storage/usage",
    headers={"Authorization": f"Bearer {API_KEY}"},
    timeout=30,
).json()
print("Vault usage:", usage)

with open("model-weights.safetensors", "rb") as fh:
    up = requests.post(
        "https://api.trc.inc/api/v1/storage/upload",
        params={"folder": "checkpoints"},
        headers={
            "Authorization": f"Bearer {API_KEY}",
            "Content-Type": "application/octet-stream",
            "x-file-name": "model-weights.safetensors",
        },
        data=fh,
        timeout=300,
    )
    print("Uploaded:", up.json())

Complete Documentation Directory

Select any chapter below or from the left navigation rail to dive into architecture specs, CLI/SDK commands, security boundaries, and client setup guides.

• Live Price, Latency & Spec Proof (Zero-Card Evaluator Key · GET /api/v1/pricing · Automated Receipt): Verify every TRC model rate, Sovereign Cloud enclave tier, and SHA-256 release hash live in under 30 seconds — no signup or credit card required.
• Migration & Switching Guides (5-Minute Runbooks · pg_restore · 1-Line SDK Swap · Zero Vault Egress): Step-by-step commands to replace Vercel, Supabase, Render, AWS S3, and fragmented AI accounts with one sovereign TRC stack.
• Sovereign Cloud & Dedicated Enclaves ($5 – $149/mo · AMD EPYC · Nixpacks · pgvector · HTTP/3): Deploy GitHub repositories onto isolated dedicated enclaves with auto-wired Postgres 16, Redis 7, AES-256-GCM vaults, and Two-Tree Survivor recovery.
• Cloud Storage Vault (50 GB – 50 TB) (S3 / B2 Backed · 2 GB Streaming Uploads · Signed URLs): Use your subscription storage quota as both an interactive web drive and a programmatic REST object store for datasets, backups, and media.
• REST API v1 & Model Gateway (12 Scopes · OpenAI & Anthropic Compatible · OpenAPI 3.1): Full endpoint reference, live token & off-peak cache pricing, Whisper transcription, chroma-key game tilesets, music generation, and telephony.
• TRC Singularity Architecture (127.0.0.1 Local Sovereignty · Permission Gates · Checkpoints): Understand how TRC Singularity unifies coding, studios, office documents, and cloud operations under strict operator permission controls.
• Web Platform (www.trc.inc) (MultiChat+ · 6 Studios · TRC Office · 0% Fee Partner Pro): Run AI workstations, Video/Image/Audio/Post Studios, TRC Meet, MonoVox 3D worlds, Living Constitutions, and zero-commission storefronts in any browser.
• Mobile Devices (Android & iOS) (Android APK v1.1.6 · PC Bridge · LiveKit · Lossless Music): Voice-first Singularity on the go, remote PC Bridge control, LiveKit calls with live translation, free lossless music, and direct Android APK setup.
• Desktop App (macOS & Windows) (Singularity v1.4.318 · Apple Silicon · Intel · Win x64): Native installers, local daemon startup, macOS Gatekeeper & TCC permissions, TRC Paint v6.0, TRC Office .oxt, and offline Ollama GPU mode.
• VS Code Extension (VSIX v1.13.6 · Copilot Chat Provider · 36 Native Tools): Plug TRC models, BYOK keys, inline sprite-sheet generation, MCP servers, Multi-Agent Team Bus, and lossless music straight into VS Code.

Frequently Asked Questions

Can I evaluate TRC without entering a credit card?

Yes. The Free plan ($0/mo) includes 50 GB of Cloud Storage Vault capacity (accessible on the web and via /api/v1/storage), Frontier Flash AI models, MultiChat, and 100% free unlimited lossless music streaming.

Where can AI agents and automated tools fetch machine-readable TRC specs?

Fetch https://www.trc.inc/llms.txt for the concise directory, https://www.trc.inc/llms-full.txt for the complete single-file Markdown technical reference, https://api.trc.inc/api/v1/pricing for the live unauthenticated rate card, and https://www.trc.inc/openapi.json for the OpenAPI 3.1 REST specification.