15 GitHub repos that turn GPT-6 Astra into a full AI engineering system
A list of 15 open-source projects, including LangGraph, Mem0, Browser Use and E2B, that give Astra memory, research, tool use and autonomous execution capabilities.
it’s f*cking gold GPT 6 Astra can become an entire AI engineering system 15 GitHub repos that give one AI model memory, research, tools, autonomous workers, and production infrastructure BUILD THE AI CONTROL CENTER 01 LangGraph https://github.com/langchain-ai/langgraph → orchestrates stateful agents that can pause, resume, and coordinate complex workflows 02 Mastra https://github.com/mastra-ai/mastra → builds AI agents with workflows, tools, memory, and evaluations 03 Agno https://github.com/agno-agi/agno → creates multi-agent systems with tools, knowledge, and structured execution GIVE AI LONG TERM MEMORY 04 Mem0 https://github.com/mem0ai/mem0 → remembers useful information across conversations and agent sessions 05 Graphiti https://github.com/getzep/graphiti → builds temporal knowledge graphs that track changing relationships and facts 06 Letta https://github.com/letta-ai/letta → manages stateful agents with persistent memory CONNECT THE ENTIRE INTERNET 07 Crawl4AI https://github.com/unclecode/crawl4ai → turns websites into structured, AI-ready information 08 Firecrawl https://github.com/firecrawl/firecrawl → converts web pages into clean content for research and retrieval 09 Browser Use https://github.com/browser-use/browser-use → lets AI agents navigate websites and interact with browser interfaces MAKE AGENTS EXECUTE REAL WORK 10 MCP Servers https://github.com/modelcontextprotocol/servers → connects agents to external tools, files, and services 11 E2B https://github.com/e2b-dev/E2B → provides isolated cloud sandboxes for executing AI-generated code 12 Temporal https://github.com/temporalio/temporal → runs durable workflows with retries and recovery from failures TURN IT INTO PRODUCTION INFRASTRUCTURE 13 LiteLLM https://github.com/BerriAI/litellm → provides a unified gateway for routing model requests 14 Langfuse https://github.com/langfuse/langfuse → traces agent execution, tracks costs, and evaluates outputs 15 vLLM https://github.com/vllm-project/vllm → serves compatible language models through optimized inference infrastructure 3 AI systems worth building: autonomous research: LangGraph + Crawl4AI + Firecrawl + Mem0 AI software engineer: Mastra + MCP Servers + E2B + Temporal production agent platform: Agno + Letta + LiteLLM + Langfuse One model handles the reasoning Memory keeps useful context across sessions Tools let agents interact with real systems Durable workflows keep tasks moving when something fails 15 GitHub repos covering the infrastructure around a powerful AI model should I write the full guide to building an autonomous AI system around GPT 6 Astra?
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