Coding agents (repo-level modification systems)

    LLM agents that read repositories, plan edits, run validation, and propose repo-level changes with review-friendly diffs.

    Muhammad Zeeshan

    Technologies Used

    LangGraph
    Python
    TypeScript
    Git
    Docker

    Key Features

    1

    Repository indexing and context-aware edit planning

    2

    Test and lint hooks before patch submission

    3

    Human-in-the-loop review workflows

    Implementation

    Orchestrated agent graphs that map file trees, retrieve relevant modules, and emit scoped patches aligned with project conventions.

    Results & Impact

    Accelerated refactors and feature scaffolding while keeping changes auditable and reversible.