Redacted excerpt; full evidence withheld.

$ cd <host-path> && git log --oneline -1 2>/dev/null; ls -la; cat README.md 2>/dev/null | head -200
exit: 0
 |
| [Agent integration matrix](https://docs.codenib.ai/agent_integrations/) | Revision-pinned LocAgent, Agentless, CoSIL, OrcaLoca and RepoNavigator contracts; compatibility does not imply reproduced paper scores |
| [Dataset and benchmark matrix](https://docs.codenib.ai/evaluation/) | CodeNib Base/Synthesis, SWE-bench variants, Loc-Bench and SWE-Explore support |
| [SWE-Explore validation](https://docs.codenib.ai/evaluation/swe_explore/) | 1,020/1,020 real-output metric cells match the pinned official evaluator on a fixed 20-case run |
| [DGX Spark deployment](https://docs.codenib.ai/guides/reference-deployments/dgx-spark/) | Local Wiki, CodeGraph and model serving on GB10; a deployment guide, not a token-saving benchmark |

## Documentation and community

[Documentation](https://docs.codenib.ai/)
· [Architecture](https://docs.codenib.ai/concepts/architecture/)
[excerpt truncated]