-
Netherlands
- Amsterdam
-
20:38
(UTC +02:00) - manojmallick.github.io/sigmap/
- https://orcid.org/0009-0000-5468-1997
- in/manoj-mallick-9487413a
- @manojpapu
- https://devpost.com/mmallick1990
Highlights
Stars
97% token reduction for AI coding sessions — zero deps, 33 languages, MCP server
SigMap AI context engine — JetBrains plugin for IntelliJ IDEA, WebStorm, PyCharm, GoLand. Live health grade, one-click regeneration, 96.9% token reduction.
An open standard and runtime for composing LLM tasks from small, focused, testable micro-skills — orchestration, schema contracts, multi-LLM support (Claude/Gemini/OpenAI), and semantic verificatio…
SigMap AI context engine — Neovim plugin. :SigMap, :SigMapQuery, statusline widget, auto-run on save. 96.9% token reduction, 80.0% hit@5.
SigMap AI context engine — VS Code extension. 96.9% token reduction, 80.0% retrieval hit@5, 29 languages. Works with Copilot, Claude, Cursor, Windsurf, Gemini.
Reproducible benchmarks for SigMap — 405 repos, 51 coding tasks, Devin agent A/B, BM25 re-ranker. ~99% fewer tokens, 96× cheaper, agents ~61% faster.
Web demo for SigMap — verified, ~99% smaller context for AI coding agents. Paste a public repo → trustworthy signatures, then ask the codebase. Proof: 405 repos, agents ~61% faster.
The open standard AI gateway — PII protection, audit, reliability & cost control as composable interceptors. Same API in Python, Java & JavaScript.
Learn to Write Clean Code with Java. Get Hands-on with 20+ Code Examples involving 4 principles of Simple Design, Refactoring and TDD.
Your GitHub profile as a 3D pixel art building in an interactive city
An open-source, code-first Java toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.
An open-source, code-first Typescript toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.
Mini projects built with HTML5, CSS & JavaScript. No frameworks or libraries
Code snapshots and materials for our "React - The Complete Guide" course (https://acad.link/reactjs)
50+ mini web projects using HTML, CSS & JS
Starter files, final projects, and FAQ for my HTML + CSS course
Starter files, final projects and FAQ for my Advanced CSS course
Starter files, final projects and FAQ for my Complete Node.js Bootcamp
📚 Web app for browsing, reading and downloading eBooks stored in a Calibre database
Open Web Components: guides, tools and libraries for developing web components.
Fundamental white label web component features for your design system.
🛍️ Simple ecommerce cart application built with Typescript and React
Declarative routing for React
Preparation links and resources for system design questions
System design interview for IT companies
Curated coding interview preparation materials for busy software engineers
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
Style guides for Google-originated open-source projects