Agents in the Wild: Where Research Meets Deployment
Agentic systems large language model (LLM) based architectures capable of reasoning, planning, acting, and coordinating with tools and other agents are rapidly transitioning from research prototypes to production scale deployments across domains such as software engineering, scientific discovery, and finance. While academic work has emphasized benchmarks and algorithmic innovation, deployment raises new challenges around robustness, safety, and reliability. This tutorial brings together researchers and practitioners to explore advances in reasoning and planning, multi agent coordination, and e
Lineage graph
Paper → model → repo connections mined from source citations (Tier-1 exact match).
Why these links exist
Every edge carries a method, confidence, and the source snippet that justified it — so bad links are debuggable.
- PossiblePossibly related (embedding) · 27%langgenius/dify →
“Possibly related via embedding similarity 0.59 (not asserted). Timestamp check: artifact slightly before paper (-19d).”
- PossiblePossibly related (embedding) · 26%langchain-ai/langgraph →
“Possibly related via embedding similarity 0.56 (not asserted). Timestamp check: artifact slightly before paper (-18d).”
- PossiblePossibly related (embedding) · 28%NirDiamant/agents-towards-production →
“Possibly related via embedding similarity 0.60 (not asserted). Timestamp check: artifact slightly before paper (-18d).”
- PossiblePossibly related (embedding) · 28%BoundaryML/baml →
“Possibly related via embedding similarity 0.60 (not asserted). Timestamp check: artifact slightly before paper (-19d).”
- PossiblePossibly related (embedding) · 26%2FastLabs/agent-squad →
“Possibly related via embedding similarity 0.57 (not asserted). Timestamp check: artifact slightly before paper (-19d).”
- PossiblePossibly related (embedding) · 65%Demystifying agentic AI: How to build production-ready AIOps with open source models →
- FuzzySimilar title/name (fuzzy) · 87%NirDiamant/GenAI_Agents →
“Fuzzy title match (0.94): “Agents in the Wild: Where Research Meets Deployment” ≈ “NirDiamant/GenAI_Agents””
- FuzzySimilar title/name (fuzzy) · 84%Unity-Technologies/ml-agents →
“Fuzzy title match (0.92): “Agents in the Wild: Where Research Meets Deployment” ≈ “Unity-Technologies/ml-agents””