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subashc2023/README.md

Subash Chandra

I try to make agents dependable.

Day job: Data/Product at JPMorgan Chase — enterprise synthetic-data + obfuscation platform, knowledge-graph recommendation engines, agentic PoCs. Co-inventor on a pending patent for LLM-driven code translation.

Nights: production agents and:

  • Nightloom — a model-agnostic, Claude Code-level agent harness in Rust. Provider-neutral core, CLI REPL, Tauri desktop app.
  • A–Z in AI — a course through the eras of AI engineering, ending with you building your own agent. Written as I build mine.
  • Repo mapping — tools that give agents (and me) a live view of a codebase. Context engineering for the agents of tomorrow.

Elsewhere: subash.co · X · LinkedIn

AWS Certified Solutions Architect · B.S. CS, UT Dallas · Python / Rust / TypeScript

Pinned Loading

  1. Smol-RAG-Agents Smol-RAG-Agents Public

    minimal Agentic RAG with ChromaDB, Litellm, and Smolagents

    Python 1

  2. postgres_agent postgres_agent Public

    Single File Smol Agent that interacts with a Postgres DB to answer natural language questions

    Python 1

  3. Nightloom Nightloom Public

    A model-agnostic LLM harness in Rust: provider-neutral chat core with a CLI REPL and a Tauri desktop app.

    Rust

  4. ultra-edit ultra-edit Public

    A Better, Verifiable, Snapshot-Based Multi-Edit Tool Plugin For Claude Code

    Rust