> ## Documentation Index
> Fetch the complete documentation index at: https://docs-omnicoreagent.omnirexfloralabs.com/llms.txt
> Use this file to discover all available pages before exploring further.

# Changelog

> Release history and version notes for OmniCoreAgent

# Changelog

OmniCoreAgent is being rebuilt around the production agent harness direction:
runtime, tools, MCP, memory, workspace, guardrails, background tasks, telemetry,
and OmniServe as one application-facing base layer.

Detailed version history is published with GitHub releases:

<Card title="GitHub Releases" href="https://github.com/omnirexflora-labs/omnicoreagent/releases">
  Review tagged releases, release notes, and package versions.
</Card>

## Current Package Direction

* Agent harness positioning instead of generic framework positioning.
* Single `LLM_API_KEY` public API-key variable for hosted model providers.
* Optional extras for heavier production integrations.
* Workspace files on local disk, S3, or Cloudflare R2.
* Memory backends: `in_memory`, `sql`, `redis`, and `mongodb`.
* Background task stores: `in_memory`, `sql`, `redis`, and `mongodb`.
* Telemetry stores: in-memory and JSONL, with OTLP-compatible exporters for
  OpenTelemetry, LangSmith, and Opik.
* OmniServe configuration through `OMNICOREAGENT_SERVE_*`.
* Background serving configuration through `OMNICOREAGENT_BACKGROUND_*`.

## Configuration Source Of Truth

Use the configuration guide for current environment variables and runtime
settings:

<Card title="Configuration" href="/docs/how-to-guides/configuration">
  Current model, memory, workspace, background, telemetry, and OmniServe
  settings.
</Card>