Why every full node must recompute V5 difficulty
From committed timestamps and median sampling to cumulative-work fork choice.
FIELD NOTES · BUILD LOGSDocument the process.
Document the process.
Keep the project traceable.
This journal will record development, deployment, failed attempts and version changes across LAODENG Universe. The goal is not to polish every outcome, but to preserve engineering decisions and fixes.
From local prototype to cloud service
Nodes, RPC, reverse proxies, TLS, monitoring and recovery.
NFC cards and verifiable contribution
Connecting challenge-response records, digital identity and PoWC evidence.
Engineering a face-recognition system
Local data processing, embedding caches, access control and isolation.
From LAODENGS to NLDSC
How early token experiments evolved into clearer ecosystem layers.
Failed attempts belong in the record
Turning performance problems, outages and design changes into the next iteration.
The journal structure is ready. Articles will be published as the underlying work progresses; planned features will not be presented as completed.