DeepInfer brings DeepSeek's production engine to the open, with rea still riding high

Fastest-growing this period

Counts come from GitHub's official stargazers/history endpoint: the stars gained on each day of the window. Project briefs and the reading notes below are editorial additions.

1. 1

   deepseek-ai/DeepInfer : DeepSeek's production inference engine, released for offline serving

   Python

   The inference framework behind DeepSeek's own production services, released for offline serving. It runs DeepSeek-V4.1-Flash with optimized kernels (FlashMLA, DeepGEMM, DeepEP), MoE expert parallelism with load balancing, asynchronous batch scheduling and structured outputs, targeting NVIDIA SM100 GPUs or Huawei Ascend 950 NPUs. Apache 2.0, built largely on vLLM.

   +11,732
2. 2

   morluto/rea : Point your agent at any app and learn how it works

   TypeScript

   A toolkit that lets your coding agent reverse engineer software without source code: it inspects native binaries through Hopper or Ghidra, JavaScript and Electron apps, .NET assemblies and websites, then explains how a feature works with the evidence and the limits behind each conclusion. Analysis runs locally, and the same tools work straight from your terminal.

   +7,261
3. 3

   Gathin23/cleanyourtv : Debloat any Android TV over Wi-Fi and swap in a clean launcher

   Java

   A kit that turns an ad-filled Android TV home screen into a calm, Apple TV style one. Over the same Wi-Fi, its ADB scripts back up the TV, disable telemetry, sponsored rows and preloaded apps without uninstalling anything, then install a tiny launcher with a dock of four apps. A restore script undoes every step, and tested lists ship for Xiaomi, TCL, Sony and more.

   +4,193
4. 4

   Ebony-Vinyl/dsh-our-free-model : A dsh plugin that puts frontier models one install away, no login or API key

   JavaScript

   A plugin for the DeepSeek Harness shell: install it and the model picker fills with free frontier models like DeepSeek V4.1 Flash and Kimi K3, no login or key needed. Free lanes come straight from OpenCode's Zen and Kilo AI's public gateways, re-pulled every refresh. A local OpenAI-compatible relay port lets other tools call the same models, and usage stats stay on the machine.

   +2,246
5. 5

   google-research/harness2 : Let agents rewrite the prompts, tools and memory around them

   Python

   A Google Research framework for recursive agent harnessing. At task level it proposes edits, probes them on the same task, then composes a refined harness from behavioral contrasts, weights untouched. A second level keeps an improvement harness that reuses evidence-backed lessons across tasks. Includes OpenCode and Codex executors plus JobBench, LAB and WorkBuddy-Bench.

   +2,242
6. 6

   MadsLorentzen/ai-job-search : Turn a job listing into tailored application prep

   Python

   A Claude Code workflow that compares job postings with your profile and helps prepare tailored applications and interviews. Its bundled search tools target Danish job boards, with an extension path for other portals, so check the coverage for your own market.

   +2,073
7. 7

   xerj-org/xerj : Let your agent reuse how similar open-source repos solved a task

   Rust

   A local search engine in one Rust binary that auto-indexes any folder, so an agent pulls the exact code passage it needs instead of reading files one by one. For a new task it finds the closest open-source repos and reuses their solutions first; a controlled study reported 2.7x fewer output tokens at the same solve rate. BM25 search and an MCP endpoint are built in.

   +1,689
8. 8

   DietrichGebert/ponytail : Stop your AI turning a small fix into a new framework

   JavaScript

   A set of instructions that asks AI coding agents to reuse existing code and question whether a new abstraction is needed. Its rules also explicitly retain validation and error handling, useful when your agent keeps making a small task unnecessarily complicated.

   +1,149
9. 9

   cloudflare/security-audit-skill : Turn your coding agent into a security auditor that cross-checks its own findings

   JavaScript

   Installs as a skill that makes your coding agent audit a codebase for vulnerabilities. It maps the architecture and trust boundaries first, sends isolated hunter agents after the uncovered areas, then gives every candidate to a fresh verifier that tries to disprove it, so a finding only reaches the report with a complete source trace.

   +1,136
10. 10

    simbasjungles/free-my-tv : An ad-free home screen for Google TV, LG and Samsung sets

    Java

    A replacement home screen for Google TV, LG webOS and Samsung Tizen TVs. It drops sponsored rows and autoplaying promos entirely, puts your own apps on a glass shelf, refreshes three trending picks every hour from services you already have, and follows your local sunset for day-night theming. No root, nothing uninstalled, and one button brings back the factory home screen.

    +1,082

Ranking window: 2026-10-20 UTC, full day.