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Multi-tier cognitive memory module for nestjs-agentic enabling Short-Term, Scratchpad, and Composite memory stores.

Production-grade, modular RAG engine for nestjs-agentic with advanced built-in strategies (Query Expansion, Hierarchical RAG, Late Chunking, Parent-Child Hydration, Contextual Compression, and Knowledge Graph RAG).

Multi-agent orchestration, sub-agent delegation, parallel execution, and iterative refinement loops for nestjs-agentic.

Automated agent benchmarking, trajectory scoring, and LLM-as-a-Judge evaluation framework for nestjs-agentic.

GitHub-repository Storage backend for Strands Agents — persists keys as versioned, diffable files in a repo.

Zero-dependency Answer Engine Optimization (AEO) and AI Crawler Telemetry SDK for Python, LangChain, CrewAI, LlamaIndex, and FastAPI.

Placeholder — Production-grade Playwright + TypeScript Scaffold for Agentic Testing. Full release: September 2026.

Placeholder — Production-grade Playwright + TypeScript Scaffold for Agentic Testing. Full release: September 2026.

OpenAI-compatible ModelAdapter for nestjs-agentic. Works with OpenAI and any Chat Completions compatible endpoint such as Azure OpenAI, Ollama, vLLM, Groq, Together, OpenRouter, and LM Studio.

no_human - give it a ticket, get back a pull request - with the evidence that it works.

An npx-executable, agentic TDD pipeline orchestration tool — 8-pass state machine for enterprise software development

Partner SDK for the Asterisk AI Agent Gateway realtime protocol v1

Deterministic schema validation gates and circuit breakers for LLM function calling

Reserved for LastSearch — verified search infrastructure for AI agents. Full release imminent. https://lastsearch.ai

Pi package: canonical agentic-workflow skills, friendly slash commands, and per-command model routing.

OpenAI adapter for agentic-auto-correct.

Prior art for AI agents. Ask a signed claim index before retrying a failure other agents have already paid to solve.

TypeScript HTTP client for a running agentica-gateway. Not an Agent runtime.

Reference implementation for the Agentic Knowledge Web.

LangChain tools for Cracked, the agent tool router: CrackedTool plus cracked_tools(query) that turns discover results into StructuredTools.