Awesome List Updates on Sep 10, 2025
6 awesome lists updated today.
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1. Free for Dev
APIs, Data, and ML
- JSON to Table - Convert JSON into an interactive table for quick viewing, editing, and sharing online.
- FreeIPAPI - Free, Fast and Reliable IP Geolocation API for commercial and non-commercial users available in JSON
2. Awesome Cakephp
Templating
- TemplaterDefaults plugin (⭐0) - Allows the use of default HTML attributes within CakePHP's string template system.
3. Awesome Docker
Service Discovery
- docker-dns (⭐1) - Lightweight DNS forwarder for Docker containers, resolves container names with custom suffixes (e.g.
.docker) on the host to simplify service discovery by @bytesharky
4. Awesome Cl
Mobile
- 👍 serapeum (⭐468) - Another general-purpose utility library. Expat.
Changing the syntax
- Moonly - Algol-style syntax that transpiles to Common Lisp.
- not even experimental but pre-experimental. New as of 2025.
5. Awesome Agi Cocosci
Science Logology / AI Assisted Research
- The Virtual Lab of AI agents designs new SARS-CoV-2 nanobodies - Nature, 2025. [All Versions]. Science frequently benefits from teams of interdisciplinary researchers, but many scientists do not have easy access to experts from multiple fields. Although large language models (LLMs) have shown an impressive ability to aid researchers across diverse domains, their uses have been largely limited to answering specific scientific questions rather than performing open-ended research. Here the authors expand the capabilities of LLMs for science by introducing the Virtual Lab, an artificial intelligence (AI)–human research collaboration to perform sophisticated, interdisciplinary science research. The Virtual Lab consists of an LLM Principal Investigator agent guiding a team of LLM scientist agents through a series of research meetings, with a human researcher providing high-level feedback. The authors applied the Virtual Lab to design nanobody binders to recent variants of SARS-CoV-2. The Virtual Lab created a novel computational nanobody design pipeline that incorporates the protein language model ESM, the protein folding model AlphaFold-Multimer and the computational biology software Rosetta and designed 92 new nanobodies. Experimental validation reveals a range of functional nanobodies with promising binding profiles across SARS-CoV-2 variants. In particular, two new nanobodies exhibit improved binding to the recent JN.1 or KP.3 variants while maintaining strong binding to the ancestral viral spike protein, suggesting that these are suitable candidates for further investigation. This work demonstrates how the Virtual Lab can rapidly make an impactful, real-world scientific discovery.
6. Awesome Python Typing
Static type checkers
- PyCharm - IDE for Professional Developers.
Tools / Mypy plugins
- Next: Sep 09, 2025