Today's AI Research: Fastest-Growing Projects — April 26, 2026
Today's AI Research, we're seeing a surge of interest in tools that facilitate deeper understanding and analysis of large language models. From architectural deep-dives to security audits, researchers are eager to explore the inner workings of these complex systems. Meanwhile, resources for discovering exposed LLM endpoints and misconfigured vector databases are also gaining traction.
openedclaude/claude-reviews-claude is a standout repository with a growth score of 69.08 and over 1,351 stars, offering an unprecedented 17-chapter architectural deep-dive into Claude Code v2.1.88. This exhaustive resource is likely growing in popularity due to its unique bilingual (EN/ZH) content, catering to a broad audience of researchers.
dreddnafious/thereisnospoon boasts a growth score of 26.14 and 1,104 stars, providing a machine learning primer built from first principles for engineers who want to reason about ML systems the way they reason about software systems. Its growing popularity can be attributed to its comprehensive approach, making it an attractive resource for those seeking a deeper understanding of ML fundamentals.
toby-bridges/api-relay-audit is gaining traction with a growth score of 13.91 and 250 stars, as it offers a security audit tool for third-party AI API relay/proxy services. This repository's growing popularity is likely due to the increasing concern over hidden prompt injection, prompt leakage, instruction override, and context truncation in AI APIs.
gameworld-project/gameworld, with a growth score of 10.50 and 150 stars, presents GameWorld: Towards Standardized and Verifiable Evaluation of Multimodal Game Agents. Its growing interest can be attributed to the need for standardized evaluation methods in multimodal game agents research.
7WaySecurity/ai_osint has a growth score of 9.72 and 68 stars, offering curated AI OSINT resources, including Google dorks, Shodan queries, GitHub dorks, and techniques to discover exposed LLM endpoints, leaked AI API keys, misconfigured vector databases, and unprotected AI agents. This repository's growing popularity is likely due to the increasing importance of AI security in research.
thunlp/OPD boasts a growth score of 8.71 and 145 stars, hosting the official repository for the paper "Rethinking On-Policy Distillation of Large Language Models: Phenomenology, Mechanism, and Recipe". Its growing interest can be attributed to the ongoing exploration of on-policy distillation in LLM research.
AMAP-ML/DCW has a growth score of 8.67 and 108 stars, presenting [CVPR 2026] Elucidating the SNR-t Bias of Diffusion Probabilistic Models. Its growing popularity is likely due to the increasing interest in diffusion probabilistic models in computer vision research.
zubair-trabzada/ai-trading-claude boasts a growth score of 7.00 and 80 stars, providing an AI trading research engine for Claude Code, analyzing stocks, options strategies, sector rotation, portfolio analysis, and PDF reports. Its growing interest can be attributed to the potential applications of AI in finance.
Gloriaameng/Awesome-Agent-Harness has a growth score of 6.48 and 88 stars, offering a survey on LLM agent harness engineering with a taxonomy, analyzing over 110 papers and 23 systems. Its growing popularity is likely due to the increasing importance of understanding LLM agents in research.
OpenMinis/AwesomeMinis has a growth score of 3.53 and 31 stars, presenting a curated collection of real-world Minis use cases, workflows, and creative scenarios contributed by the community. Although its growth score is relatively lower compared to other repositories on this list, it's still worth mentioning for its unique focus on showcasing practical applications of Minis technology.
openedclaude/claude-reviews-claude is a standout repository with a growth score of 69.08 and over 1,351 stars, offering an unprecedented 17-chapter architectural deep-dive into Claude Code v2.1.88. This exhaustive resource is likely growing in popularity due to its unique bilingual (EN/ZH) content, catering to a broad audience of researchers.
dreddnafious/thereisnospoon boasts a growth score of 26.14 and 1,104 stars, providing a machine learning primer built from first principles for engineers who want to reason about ML systems the way they reason about software systems. Its growing popularity can be attributed to its comprehensive approach, making it an attractive resource for those seeking a deeper understanding of ML fundamentals.
toby-bridges/api-relay-audit is gaining traction with a growth score of 13.91 and 250 stars, as it offers a security audit tool for third-party AI API relay/proxy services. This repository's growing popularity is likely due to the increasing concern over hidden prompt injection, prompt leakage, instruction override, and context truncation in AI APIs.
gameworld-project/gameworld, with a growth score of 10.50 and 150 stars, presents GameWorld: Towards Standardized and Verifiable Evaluation of Multimodal Game Agents. Its growing interest can be attributed to the need for standardized evaluation methods in multimodal game agents research.
7WaySecurity/ai_osint has a growth score of 9.72 and 68 stars, offering curated AI OSINT resources, including Google dorks, Shodan queries, GitHub dorks, and techniques to discover exposed LLM endpoints, leaked AI API keys, misconfigured vector databases, and unprotected AI agents. This repository's growing popularity is likely due to the increasing importance of AI security in research.
thunlp/OPD boasts a growth score of 8.71 and 145 stars, hosting the official repository for the paper "Rethinking On-Policy Distillation of Large Language Models: Phenomenology, Mechanism, and Recipe". Its growing interest can be attributed to the ongoing exploration of on-policy distillation in LLM research.
AMAP-ML/DCW has a growth score of 8.67 and 108 stars, presenting [CVPR 2026] Elucidating the SNR-t Bias of Diffusion Probabilistic Models. Its growing popularity is likely due to the increasing interest in diffusion probabilistic models in computer vision research.
zubair-trabzada/ai-trading-claude boasts a growth score of 7.00 and 80 stars, providing an AI trading research engine for Claude Code, analyzing stocks, options strategies, sector rotation, portfolio analysis, and PDF reports. Its growing interest can be attributed to the potential applications of AI in finance.
Gloriaameng/Awesome-Agent-Harness has a growth score of 6.48 and 88 stars, offering a survey on LLM agent harness engineering with a taxonomy, analyzing over 110 papers and 23 systems. Its growing popularity is likely due to the increasing importance of understanding LLM agents in research.
OpenMinis/AwesomeMinis has a growth score of 3.53 and 31 stars, presenting a curated collection of real-world Minis use cases, workflows, and creative scenarios contributed by the community. Although its growth score is relatively lower compared to other repositories on this list, it's still worth mentioning for its unique focus on showcasing practical applications of Minis technology.