Network-AI publishes engineering notes on governance, orchestration quality, release discipline, and the operating constraints that matter once agent systems move beyond demos and into production.
The public writing surface is organized for readability: release notes, essays, and launch notes grouped into a clear archive instead of a file bucket.
Full Changelog: https://github.com/Jovancoding/Network-AI/compare/v4.11.1...v4.11.2
Full Changelog: https://github.com/Jovancoding/Network-AI/compare/v4.11.0...v4.11.1
QAOrchestratorAgent — coordination layer on top of QualityGateAgent + ComplianceMonitor
Most state races begin long before a conflict is visible in logs or outputs.
Removed OPENAIAPIKEY from skill.json and SKILL.md (scanner flagged optional-but-unused as odd)
Reworded skill description and scope to accurately state that bundled Python scripts make no network calls while platform sessionssend delegations may invoke external model APIs (fixes ClawHub scanner scope mismatch find
Website badge and homepage now point to https://network-ai.org/
Lazy-load node:http and node:https in the MCP SSE transport so importing the package no longer triggers Socket.dev Network access at the top level.
Added GitHub Sponsors metadata via .github/FUNDING.yml and the npm funding field
Why production agent failures usually come from state races, permission drift, and missing audit trails.
Why Network-AI is positioned as coordination infrastructure for production agent systems.