Dev
GitHub repos gaining traction - what high-signal users are starring and what's climbing the board, captured daily and enriched from GitHub. Raw material for spotting new tech and patterns worth building on.
3,195
repos tracked
105
surfaced this week
193
created < 30d
Python
top language
26 repos
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DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
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Python supercharged for the fastai library
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nnScaler: Compiling DNN models for Parallel Training
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Computing with Python functions.
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DeepEP: an efficient expert-parallel communication library
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Ephemeral Workspaces, durable shared history. LayerFS gives every agent a complete, writable filesystem Workspace over shared committed history, without copying the base. Agents work in parallel, commit what changed as deduplicated checkpoints, then branch, rewind or merge. Try it with LayerFS × DSH.
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A Python library for running thousands of MuJoCo simulations in parallel on CPU
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Halo is an open-source framework built by White Circle for training large language and multimodal models
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Bend 2: a fast language that blocks AI mistakes via proof. Install: curl -fsSL https://bend-lang.com/install.sh | sh
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Python helpers to limit the number of threads used in threadpool-backed parallelism for C-libraries
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A Git worktree workflow tool for AI coding agents. Enables parallel development with isolated environments.
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Switch between multiple Claude Code accounts, with automatic rate-limit rotation, usage dashboard, and parallel sessions
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Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
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Embarrassingly parallel fasttext batch inference in Rust.
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Paradev (formerly Superset) is an agentic IDE to orchestrate 100+ coding agents in parallel. Run any agent with your own subscription.
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LLM Runtime Performance Calculator with Parallelism Search
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nnScaler: Compiling DNN models for Parallel Training
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A flyweight in situ visualization and analysis runtime for multi-physics HPC simulations
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A scalable, agentic-first, and HuggingFace-native RL framework for research (9k lines).
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git worktrees + tmux windows for zero-friction parallel dev
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Telegram ↔ tmux/herdr/agterm bridge for Claude Code, Codex CLI, and Pi Agent. Monitor output, respond to prompts, manage parallel sessions. Control AI coding agents from your phone.
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The agent control plane: run Claude Code, Codex and Gemini CLI agents in parallel with a shared task board, schedules and usage-limit recovery. Native iPhone, iPad and Mac apps plus a web dashboard. Self-host (Rust + SQLite, Tailscale remote access) or use amux Cloud. MIT + Commons Clause.
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Example scikit-learn pipelines to measure scalability performance with nested parallelism.
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Stress test for parallel disk i/o using git and pnpm
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Tiered-delegation task execution for Claude Code: strong model plans, cheap models execute in parallel, mid model verifies against acceptance criteria.
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Open source Ghostty-based macOS terminal with vertical tabs and notifications for AI coding agents. Built for multitasking, organization, and programmability.