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KoushikSagarr/README.md

SHADOW — local-first AI assistant boot sequence

⟡ About

Developer building things from the ground up — from AI assistants and memory systems to developer infrastructure, CI/CD platforms, and full-stack products. Focused on software that's useful beyond a demo: systems that run locally, automate real workflows, and evolve over time.

  • 🕶️ Building SHADOW — a local-first AI assistant with persistent memory, tool execution, and an evolving agent architecture
  • 🧬 Working toward Project Epsilion — a long-term memory and storage layer for AI systems
  • ⚡ Building Drev CI — a lightweight self-hosted CI runner built around Docker and developer workflows
  • 🌌 Building Obliquity — a space-inspired software brand and product ecosystem
  • 🌱 Getting serious about Open Source — actively looking for projects to contribute to
  • 🦀 Exploring systems programming alongside the web stack

I like understanding how things work underneath the abstraction — then building my own version.

⟡ The Agent Loop

The architecture behind SHADOW — every packet you see traveling is context moving through the system:

SHADOW architecture — LLM to Agent to Tools to Memory to Retrieval, with a long-term context feedback loop

⟡ Projects

🕶️ SHADOW — local-first AI assistant with persistent memory

An AI assistant designed to work across environments while maintaining persistent conversation memory and local capabilities.

Architecture

LLM → Agent → Tools → Memory → Retrieval → Long-term Context

  • Persistent memory that survives sessions
  • Tool execution: shell, files, web, vision
  • Modular provider/tool architecture — swap models without touching the core

Stack: Python Ollama SQLite

🧬 Project Epsilion — long-term AI memory & storage infrastructure

The long-term vision behind SHADOW's memory layer. A private, self-hosted memory and storage system designed to eventually give AI systems their own persistent knowledge space.

Goal: make AI memory something you actually control.

Stack: AI Systems Storage Infrastructure

⚡ Drev CI — lightweight self-hosted CI runner

A CI runner focused on simplicity and developer control — no vendor lock-in, no black boxes.

Pipeline

Webhook → Runner → Docker → Real-time Logs

  • Docker-based execution & YAML pipelines
  • GitHub webhook triggers
  • Server/runner architecture with a Next.js dashboard

Stack: Go Docker Next.js SQLite

🌌 Obliquity — space-inspired software ecosystem

A software brand and experimental ecosystem focused on building polished, modern developer products — built around a space-inspired identity with equal weight on engineering + design.

Stack: Next.js TypeScript

📊 More builds — dashboards, tools & experiments
Project What it is Stack
Automated CI/CD Dashboard Real-time deployment & pipeline monitoring Jenkins, Docker, Node.js, Socket.IO
Task Manager Full-stack task management platform Next.js, Firebase

⟡ Stack

Languages

Frontend

Backend & Data

DevOps & AI

⟡ Signals

⟡ Open Source

Getting serious about open source — looking for projects where I can contribute, learn from experienced maintainers, and eventually maintain systems rather than just consume them.

AI · Developer Tools · DevOps · Infrastructure · Python · Go · TypeScript

"Build things worth remembering."

Pinned Loading

  1. ci-cd-dashboard ci-cd-dashboard Public

    TypeScript 1

  2. ci-cd-pipeline ci-cd-pipeline Public

    JavaScript 1

  3. drevci drevci Public

    Drev CI is a high-performance, self-hosted CI/CD orchestration engine built in Go, featuring DAG-based job scheduling, containerized execution with Docker, and real-time log streaming via a modern …

    TypeScript 1

  4. Aroha-portfolio Aroha-portfolio Public

    JavaScript 1

  5. koushiksagarr-cli koushiksagarr-cli Public

    JavaScript 1