reef, open-higgsfield, open-code-review, deepseek-harness, ponytail and more!

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Top Starred Repositories – First Timers

These repos were not previously featured in Changelog Nightly

Star 3,361    Up 53    Python    Translate

Human-Agent-Society/reef

Continual learning infra for self-improving agents

Star 2,289    Up 53    TypeScript    Translate

wide-trace/open-higgsfield

A studio for image and video generation — one prompt bar, each model’s own settings, and every finished run in one gallery.

🎶 Changelog Beats – music from our pods!

Top Starred Repositories – Repeat Performers

These repos were previously featured in Changelog Nightly

Star 35,081    Up 232    Eyes 6    Go    Translate

alibaba/open-code-review

Fast, efficient, battle-tested at Alibaba's scale. Hybrid architecture code review tool: deterministic pipelines + LLM Agent, precise line-level comments, built-in multi-language ruleset (NPE, thread-safety, XSS, SQL injection), OpenAI & Anthropic compatible.

Star 228,108    Up 109    Eyes 15    TypeScript    Translate

deepseek-ai/deepseek-harness

DeepSeek Harness: Everything is a Plugin.

Star 141,407    Up 87    Eyes 26    JavaScript    Translate

DietrichGebert/ponytail

Makes your AI agent think like the laziest senior dev in the room. The best code is the code you never wrote.

Star 5,722    Up 76    Eyes 2    Python    Translate

sapientinc/PRAXIST

Autonomous research system for measurable, computer-executable research.

Star 71,223    Up 66    Eyes 9    TypeScript    Translate

stablyai/orca

Orca is the ADE for working with a fleet of parallel agents. Run any coding agent with your own subscription. Available on desktop, mobile and remote runtime.

Star 5,017    Up 64    Eyes 4    Rust    Translate

alphaXiv/OpenResearch

Turn your coding agents into research agents

Star 35,792    Up 62    Eyes 6    C    Translate

JustVugg/colibri

Run frontier MoE models on hardware you already own — pure C, zero deps, experts streamed from disk. Tiny engine, immense model. 🐦

Star 78,560    Up 52    Eyes 20    Java    Translate

NationalSecurityAgency/ghidra

Ghidra is a software reverse engineering (SRE) framework

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