diff --git a/README.md b/README.md
index 17292e26..c366a3d9 100644
--- a/README.md
+++ b/README.md
@@ -11,17 +11,21 @@
-# The context development platform
+# The agent runtime platform
-Building applications that need to know things requires more than a database. [TrustGraph](https://trustgraph.ai) is the context development platform: graph-native infrastructure for storing, enriching, and retrieving structured knowledge at any scale. Think like [Supabase](https://github.com/supabase/supabase) but built around context graphs: multi-model storage, semantic retrieval pipelines, portable [context cores](#context-cores), and a full developer toolkit out of the box. Deploy locally or in the cloud. No unnecessary API keys. Just context, engineered.
+TrustGraph is an agent runtime platform built around context graphs — structured, queryable representations of your domain knowledge that ground every agent query in verified, explainable facts in private deployments with sovereign control. The platform is the full stack for agentic systems: context graphs, memory, retrieval, orchestration, and inference for precision-critical agent workloads.
The platform:
- [x] Multi-model and multimodal database system
- [x] Tabular/relational, key-value
- [x] Document, graph, and vectors
- - [x] Images, video, and audio
+ - [x] Images, video, and audio
+- [x] Context Graph engine
+ - [x] Automated entity and relationship extraction
+ - [x] Ontology-driven graph construction
+ - [x] Graph-grounded retrieval for explainable outputs
- [x] Automated data ingest and loading
- [x] Quick ingest with semantic similarity retrieval
- [x] Ontology structuring for precision retrieval
@@ -31,8 +35,8 @@ The platform:
- [x] OntologyRAG
- [x] 3D GraphViz for exploring context
- [x] Fully Agentic System
- - [x] Single Agent
- - [x] Multi Agent
+ - [x] Single or Multi Agent
+ - [x] ReAct, Plan-then-Execute, and Supervisor patterns
- [x] MCP integration
- [x] Run anywhere
- [x] Deploy locally with Docker
@@ -123,7 +127,7 @@ There are 3 libraries for quick UI integration of TrustGraph services.
## Context Cores
-A Context Core is a **portable, versioned bundle of context** that you can ship between projects and environments, pin in production, and reuse across agents. It packages the “stuff agents need to know” (structured knowledge + embeddings + evidence + policies) into a single artifact, so you can treat context like code: build it, test it, version it, promote it, and roll it back. TrustGraph is built to support this kind of end-to-end context engineering and orchestration workflow.
+Context Cores are how TrustGraph treats context like code. A Context Core is a **portable, versioned bundle of context** that you can ship between projects and environments, pin in production, and reuse across agents. It packages the “stuff agents need to know” (structured knowledge + embeddings + evidence + policies) into a single artifact, so you can treat context like code: build it, test it, version it, promote it, and roll it back. TrustGraph is built to support this kind of end-to-end context engineering and orchestration workflow.
### What’s inside a Context Core
A Context Core typically includes:
@@ -197,6 +201,8 @@ TrustGraph provides component flexibility to optimize agent workflows.
- Apache Pulsar
+- RabbitMQ
+- Apache Kafka