We fixed canonicals, social sharing, structured data, multilingual RSS and image loading, with automated gates before deployment.
All 30 pages now validate canonical, hreflang, sitemap, schema, OG PNG and 404 behavior.
Lint, types, skills, build and SEO smoke form one reproducible contract across pre-push, CI and production.
We added Equal Opportunity Difference and Disparate Impact to the evaluation checklist for automated-decision projects.
Simultaneous analysis of 2 fairness metrics when the scope requires quantitative evaluation.
A threshold breach recommends escalation to human review defined in the project.
We updated the orchestration pattern so agents have explicit roles, tools, boundaries and approval points.
The executive diagnostic report gained a cultural blockers section and stakeholder map. Available in PT/EN.
We revised the trail model to record input, output, owner and evidence according to workflow criticality.
We documented patterns for sensors, predictive AI, dashboards and human approval in industrial operations.
Collection with edge inference when latency, privacy or connectivity justify it.
Each relevant action can record input, output, owner and evidence according to risk.
AxionEthos and AxionCore were formalized as an internal method deployable in the client environment when the contract requires private cloud, on-prem or hybrid architecture.
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