7 GitHub repos for the infrastructure around a GPT-6 Astra agent
Arguing that most AI agents are underbuilt rather than underpowered, the author lists seven GitHub projects covering orchestration, memory, tools, sandboxes, evals and observability.
most AI agents are underbuilt not underpowered 7 GitHub repos for the infrastructure GPT 6 Astra still needs around it 01 Microsoft Agent Framework ▸ https://github.com/microsoft/agent-framework → orchestration + multi agent workflows MEMORY 02 Mem0 ▸ https://github.com/mem0ai/mem0 → persistent memory across runs 03 Graphiti ▸ https://github.com/getzep/graphiti → temporal knowledge that changes over time TOOLS 04 Composio ▸ https://github.com/ComposioHQ/composio → authenticated actions across external apps EXECUTION 05 E2B ▸ https://github.com/e2b-dev/E2B → isolated sandboxes for agent work EVALS 06 DeepEval ▸ https://github.com/confident-ai/deepeval → evaluate full agent trajectories + tool calls OBSERVABILITY 07 Langfuse ▸ https://github.com/langfuse/langfuse → trace + evaluate + debug production runs the architecture: input → orchestrator → agent → memory → knowledge → tools → sandbox → eval → trace → retry model intelligence is becoming abundant reliable infrastructure around that intelligence is becoming the moat
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