xtxt — plain text that machines can read
Markdown makes an agent infer structure from prose. XTXT lets the document carry it: images, tables that draw their own charts, and typed records the parser returns as JSON — in a file that still opens in any editor and diffs cleanly in git. One syntax, and adding a directive never breaks an old reader.
A written spec, a Go reference parser and six SDKs (C, C++, Java, JS, Python, Rust) held to a shared conformance suite — plus a VS Code extension, an MCP server and an Obsidian plugin. MIT, CI green, shipping on PyPI, npm and pkg.go.dev.
GoRustTypeScriptPythonC / C++JavaMCP
Autonomous Code Agent
Give it a repo URL and a task; it opens the pull request. Clones into an isolated Docker sandbox, chunks the codebase with Tree-sitter, retrieves the relevant functions by embedding similarity, edits, runs the tests, and pushes a real PR. Every capability is exposed through an MCP server, so the tool surface is inspectable rather than buried in a prompt.
LangGraphMCPTree-sitterDockerRAG
AI-Powered Debugging Agent
A debugging pipeline that remembers. Five specialized agents in sequence — log parsing, root-cause analysis, fix generation, validation against the test suite, then the PR. Past incidents land in a FAISS vector store, so the system gets sharper on failure modes it has already seen. Works across OpenAI, Claude and Gemini.
FastAPILangGraphFAISSAWSRAG
Bank Statement Extraction
Template-free statement parsing — PDF and OCR extraction with balance-reconciliation checks, duplicate detection, and a per-transaction confidence score, so the output says how much it trusts itself instead of failing silently.
PythonOCRPDFAnalytics
Agent / MCP
Real-Time Market Analysis Agent
An MCP server exposing live NSE/BSE market data, watchlists, and stock analytics as LLM-callable tools. A LangGraph agent computes RSI, SMA, and VWAP, combined with RAG over financial news to generate grounded buy/hold/sell insights with automated alerts and email digests.
PythonFastAPIMCPLangChain
Federated Learning on Kubernetes
A distributed machine learning platform enabling multiple clients to collaboratively train a shared model while keeping local datasets private, orchestrated with Kubernetes.
PythonKubernetesFederated Learning
SecurePass
A secure password management platform that encrypts user credentials client-side before storage, ensuring sensitive data stays protected even from the server.
JavaScriptEncryptionFull-Stack
Everything else
43 repositories on GitHub
Techno Rings backend, a VS Code extension with GPT-backed inline completions, a real-time crypto trade simulator over OKX order books, and the rest of the archive.
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