Developers · Platform updates
Platform updates
Every change to the package format, the loader, the MCP server and the dataset, newest first, from the repository's history. New designs appear here as they are published.
October 2026
- Episode 6: Field Ledger (Pakistan), Baseline (United States), Fodder Watch (Saudi Arabia): agriculture and earth observation, the fifth sector
- Site address is codeatoms.ai: every canonical, package, card, dataset row, loader and MCP default moved; build artifacts untracked
- Product name: CodeNinja Atoms. Logo wordmark followed by ATOMS in every header and footer; site title, feed, llms.txt and JSON-LD renamed
- Dataset snapshot DOI: October 2026 release 10.5281/zenodo.23160820 (all versions 10.5281/zenodo.23160819)
- Version 2 of Feeder Firewatch and Terminal Pulse: Appendix A at AWS's deepest three-year plan
- Dataset card: the three episode 4 designs
- Episode 4: Grid Context Watch (US), Reliability Atlas (Saudi Arabia), Loop Integrity Watch (Pakistan)
- MCP server over every design (codeninja-research-mcp), linked from the site, llms.txt and a rebuilt README
- CodeNinja logo, beta access form, Hyper Ontology v0.9 semantics and kinetics, PyPI trusted publishing workflow
- Dataset card names Praxis and Hyper Ontology and the loader
- hyper-ontology loader: load, validate and convert the object model of any published design
- DOIs for Steel Count Ledger (10.5281/zenodo.23126563) and Factory Fire Watch (10.5281/zenodo.23126565)
- Registers for Steel Count Ledger and Factory Fire Watch written from Table 4; a technician object id named the operator and is renamed; dataset rows for both
- DOIs for Port Twin (10.5281/zenodo.23126431) and Structure Phase Watch (10.5281/zenodo.23126448); dataset rows for both
- Sovereign HSE Watch version 2 (10.5281/zenodo.23119714): Appendix A compares ownership with AWS's deepest three-year plan
- DOIs for Feeder Firewatch (10.5281/zenodo.23119325) and Terminal Pulse (10.5281/zenodo.23119348) on the READMEs, object packages, web editions, research index and dataset
- Dataset: rows for Feeder Firewatch and Terminal Pulse (designs, objects, models, costs, full text)
- Two US designs in the Vertical-Driven Architectures series: Feeder Firewatch (wildfire ignition risk, electric distribution cooperative) and Terminal Pulse (truck turn time, container terminal)
- The Vertical-Driven Architectures dataset: designs, objects, models, costs, full text; one row per paper, built by tools/dataset_rows.py
- Sovereign HSE Watch: an open reference architecture for predictive health, safety and environment intelligence in Pakistan's oil and gas operations
Follow along: commits, announcements, the research feed.