Tech Radar: Platforms

Trial: AG-UI Protocol

Standard for communication between AI agents and user-interfaces.

Trial: Apache APISIX

Open-source API gateway for traffic management, security, and observability.

Trial: Amazon Bedrock Agent Core

AWS platform for building, running, and orchestrating production AI agents.

Trial: Graphiti

Temporal knowledge graph giving AI agents long-term memory.

Trial: Langfuse

Observability platform tracking prompts, costs, and latency in LLM apps.

Trial: Port

Internal developer portal for managing services, ownership, and deployments.

Trial: Replit

Browser-based development environment with AI coding assistance.

Trial: SigNoz

Open-source observability platform providing metrics, traces, and logs.

Assess: Agent Trace

Standardized tracing for AI agent workflows.

Assess: ClickStack

Open-source observability stack built around ClickHouse.

Assess: Coder

Self-hosted cloud development environments.

Assess: Databricks Agent Bricks

Databricks platform for building AI agents with enterprise data.

Assess: DuckLake

Open table format for analytical data lakes.

Assess: FalkorDB

Graph database optimized for connected data and AI applications.

Assess: Google Dialogflow CX

Conversational AI platform for enterprise-grade virtual assistants.

Assess: MCP Apps

Applications built around MCP for AI tool interoperability.

Assess: Monarch

Distributed monitoring database created by Google.

Assess: Neutree

Platform focused on AI infrastructure and model management.

Assess: OptScale

Cloud cost optimization platform.

Assess: Rhesis

AI platform focused on knowledge and reasoning workflows.

Assess: RunPod

GPU cloud platform for AI workloads.

Assess: Sprites

Lightweight reusable UI components for AI-driven interfaces.

Assess: torchforge

Tooling for building and optimizing PyTorch workflows.

Assess: torchtitan

PyTorch framework for large-scale distributed model training.