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NovusEdge/README.md

INTELLIGENCE ARCHITECT | COGNITIVE INFRASTRUCTURE FOR AGENTS
Constructing High-Dimensional Intelligence Infrastructure.

ARCHITECTURAL THESIS

Engineering at the intersection of GraphRAG, Agentic Context Engineering, and Data Orchestration. Focused on bridging the gap between raw data pipelines and autonomous reasoning through structured semantic memory and high-performance agent harnesses.

CORE ENGINEERING STACK

RESEARCH DOMAINS & IMPLEMENTATIONS

01 // SYSTEM ARCHITECTURES
  • HYPERGRAPHRAG: Optimizing n-ary relationship extraction for high-dimensional context retrieval.
  • AGENTIC CONTEXT ENGINEERING: Dynamic window management and state-aware prompt injection.
  • AGENT HARNESSES: Standardized interfaces for multi-modal agent lifecycle management.
  • DATA PIPELINES: Automated ETL for graph-structured knowledge bases via Dagster.
02 // ONGOING EXPLORATIONS
  • JEPA-native agent architectures: latent-space reasoning without text projection.
  • World models and predictive representations for agentic planning.
  • Epistemic Augmented Generation (EAG): four-layer cognitive memory for agents.
  • Hybrid retrieval optimization for large-scale GraphRAG deployments.

TELEMETRY

CONNECTIVITY

ENGRAMMIC.AI     LINKEDIN     EMAIL


"STRUCTURING THE UNSTRUCTURED."

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  1. ARaChn3/gfb ARaChn3/gfb Public

    A golang package implementing a forkbomb using cgo.

    Go 5 3

  2. ARaChn3/malware-development-guide ARaChn3/malware-development-guide Public

    A repository for backing up the malware-development guide by my @AraChn3

    12 1

  3. ARaChn3/puffgo ARaChn3/puffgo Public

    A go package implementing a simple logic-bomb.

    Go 10 6

  4. loxoten loxoten Public

    A command line tool to corrupt files

    C 1 1

  5. thm-writeups thm-writeups Public

    A Collection of writeups for challenges and CTFs available on TryHackMe

    2

  6. engrammic-ai/primitives engrammic-ai/primitives Public

    Python 1