FareedKhan-dev/contextual-engineering-guide

Implementation of contextual engineering pipeline with LangChain and LangGraph Agents

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/ 100
Emerging

Implements context management strategies (write, select, compress, isolate) through LangGraph's StateGraph and checkpointing mechanisms to prevent context window overflow, token bloat, and performance degradation in multi-turn agent interactions. Covers RAG integration with contextual engineering, memory selection, sub-agent isolation architectures, and scratchpad patterns to handle hundreds of conversation turns while mitigating context poisoning, distraction, confusion, and conflicting information.

No commits in the last 6 months.

Stale 6m No Package No Dependents
Maintenance 2 / 25
Adoption 9 / 25
Maturity 15 / 25
Community 19 / 25

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Jupyter Notebook

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Last pushed

Jul 29, 2025

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