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Beam Protocol – SMTP for AI Agents (natural language agent-to-agent)
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alfridus
323mo ago
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GitHub Repository
20 starsPython
SIMD Agent – AI that runs OpenFOAM simulations from natural language
by tito777·May 21, 2026·3 points·0 comments
AI Analysis
●●●BangerBig BrainWizardryNiche Gem
Self-healing OpenFOAM agent beats generic LLM wrappers by actually fixing solver failures.
Strengths
- •Auto-selects turbulence models and solvers from plain English physics descriptions.
- •Live WebSocket streaming of residuals and 3D flow fields during simulation runs.
- •Supports local Ollama models alongside Gemini and Vertex AI for privacy-conscious teams.
Weaknesses
- •Multiphase flows marked experimental; production users may hesitate to rely on interFoam family.
- •Requires existing mesh files; no geometry generation means users still need CAD tools.
Category
Target Audience
Mechanical engineers, CFD specialists, simulation developers
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Ansys Discovery · SimScale · CloudHPC
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