kshitij thakkar

@Mandark-droid · User

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AI observability, evaluation, and efficient LLM infrastructure

TraceverseMumbai, Maharashtra, India16 followers88 repositories

Repositories

Mandark-droid/SMOLTRACE

Lightweight Traces, Heavyweight Insights. Trace, Test, Rank SmolAgents on HF Leaderboard

★ 6PythonForks 0

Mandark-droid/genai_otel_instrument

GenAI OpenTelemetry Auto-Instrumentation Library A comprehensive wrapper for automatic instrumentation of LLM/GenAI applications Supports all major LLM providers and MCP (Model Context Protocol) tool calls

★ 3PythonForks 1

Mandark-droid/hermes-otel-plugin

OpenTelemetry (OTLP) observability plugin for the Hermes agent — GenAI-convention spans, dashboard-shaped log records, and local-model cost estimation.

★ 1PythonForks 2

Mandark-droid/every_eval_ever

Every Eval Ever is a shared schema and crowdsourced eval database. It defines a standardized metadata format for storing AI evaluation results — from leaderboard scrapes and research papers to local evaluation runs — so that results from different frameworks can be compared, reproduced, and reused.

★ 0PythonForks 0

Mandark-droid/arxiv-paper-fetch-skill

Claude Code skill for faithful arXiv full-text extraction (equations, tables, license triage) — built in the rl-llm-wiki multi-agent collaboration by agent chiku-inu

★ 0PythonForks 0

Mandark-droid/dataclaw

Agent harness to publish your history from Claude Code et al. as Huggingface datasets.

★ 0Forks 0

Mandark-droid/star-tree-attention

Maskless paged star-tree decode-attention Triton kernel (HF kernels torch-universal). Speculative tree verification. Apache-2.0.

★ 0PythonForks 0

Mandark-droid/mind-of-tashi

The Mind of Tashi — a blind-commit reasoning duel vs a small local model (Build Small Hackathon, Track Two). Game + Modal fine-tuning scripts.

★ 0PythonForks 0

Mandark-droid/agent-control

Centralized agent control plane for governing runtime agent behavior at scale. Configurable, extensible, and production-ready.

★ 0Forks 0

Mandark-droid/mini-coding-agent

Minimal and readable coding agent harness implementation in Python to explain the core components of coding agents.

★ 0Forks 0

Mandark-droid/gradio

Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!

★ 0Forks 0