Group: TnsAI

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Core framework — agent lifecycle, action routing, tool registry, capabilities, streaming.

Multi-agent orchestration — groups, topologies, negotiation, workflows, debate, council, voting, auction, trust.

Observability, security, validation — OpenTelemetry, Prometheus, prompt injection detection, sandboxing, invariants.

Cognitive capabilities — FSM, planning, reasoning (ReAct, GoT, Causal), context management, RAG, knowledge bases.

31 LLM providers behind one LLMClient SPI — OpenAI, Anthropic, Gemini, Vertex AI, AWS Bedrock, Azure OpenAI, Mistral, Cohere, Groq, DeepSeek, xAI Grok, Together, Fireworks, Perplexity, Ollama, vLLM, llama.cpp and more.

Model Context Protocol (MCP) client and server — stdio, SSE, streamable HTTP transports, unified tool registry.

Evaluation framework — G-Eval, quality metrics, release gates, regression detection.

Agent-to-agent settlement via the pluggable PaymentBroker SPI. Ships the x402 adapter (HTTP 402 + EIP-3009 USDC on Base).

Built-in tool catalog — web, file, database, shell, code execution, ML, text, media, email, messaging.

Bill of Materials for the TnsAI framework — pins every tnsai-* module to a single coherent version.

Multi-channel messaging gateway — Telegram, Slack, Discord, WhatsApp, Email and CLI adapters. Extensible via ChannelAdapter SPI.

Cross-module integration tests and external framework bridges (SCOP).

Parent POM for the TnsAI framework — aggregates modules, pins versions, shares plugin configuration.

OpenRewrite recipes that automate consumer code migration across TnsAI breaking changes (type and annotation renames, removed APIs). Consumers run them with the rewrite-maven-plugin — no hand-editing.

Framework-first HTTP/WebSocket agent server — session management, streaming, tool execution over a versioned protocol.