The Engineering Behind Enterprise AI

  • Tools: Spec Kit (GitHub)

    Reference: https://github.com/github/spec-kit   What it is   An open-source toolkit (117k stars) that implements Spec-Driven Development (SDD) — a workflow where specifications become executable and directly generate working implementations, instead of being scaffolding you write and discard once “real” coding starts. It ships as a CLI (specify) plus a set of slash commands (/speckit.*) that…

    Amit Patriwala

  • Tools: Deep Agents (langchain-ai)

    Reference: https://github.com/langchain-ai/deepagents   What it is   An open-source, “batteries-included” agent harness built on LangGraph — an opinionated agent that runs out of the box, where every piece can be extended, overridden, or replaced. 25.1k stars, actively maintained (latest release June 2026).   Use case   Instead of building your own agent loop from scratch…

    Amit Patriwala

  • Tools: RAG-Anything (HKUDS)

    Reference: https://github.com/HKUDS/RAG-Anything   What it is   An all-in-one multimodal RAG framework built on top of LightRAG (also from HKUDS) that handles text, images, tables, and mathematical equations within a single unified pipeline — instead of needing separate tools for each content type. 15.1k stars, actively maintained, with a technical report on arXiv.   Use…

    Amit Patriwala

  • Tools: ade-python (LandingAI)

    Reference: https://github.com/landing-ai/ade-python   What it is   The official Python SDK for LandingAI’s Agentic Document Extraction (ADE) REST API — a fully-typed library with Pydantic response models, sync and async clients, and support for pluggable HTTP backends (httpx or aiohttp). Install with pip install landingai-ade   Use case   This is the programmatic layer that…

    Amit Patriwala

  • Tools: ADE Document Processing Skills (LandingAI)

    Reference: https://github.com/landing-ai/ade-document-processing-skills   What it is   Agent skills that teach coding assistants like Claude Code, Cursor, and Roo Code how to write Python scripts using LandingAI’s Agentic Document Extraction (ADE) — a vision-first document AI that parses complex, real-world documents into structured, auditable data without templates or ML training.   Use case   Instead…

    Amit Patriwala

  • Tools: OpenWiki (langchain-ai)

    Reference – https://github.com/langchain-ai/openwiki   What it is   OpenWiki is a CLI that writes and maintains documentation for your codebase, built specifically for AI coding agents.   Use case   If you’re working with coding agents (Claude Code, Copilot, etc.) that need context on a codebase, OpenWiki auto-generates a structured openwiki/ docs folder from your…

    Amit Patriwala