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guides
28 posts in this category.
·6 min read
Amazon KDP AI Policy Changes: 2024, 2025, and 2026 — What Changed Each Year
Year-by-year breakdown of Amazon KDP AI content policies: what the 2024 disclosure rules said, what changed in 2025, and where the policy stands in 2026. Includes the current disclosure requirements and what KDP still does not address.
·8 min read
California AB 2013 Compliance Checklist 2026 — AI Training Data Transparency
California AB 2013 took effect January 1, 2026. GenAI developers must publish a training data disclosure page before offering their system to Californians. Checklist, required fields, enforcement via UCL, and what small teams must do now.
·9 min read
TypeScript AI Agent Logging and Audit Trail Patterns 2026 — 5 Code Templates
Copy-paste TypeScript patterns for AI agent logging and audit trails: structured span logging with OpenTelemetry, PII-safe trace storage, compliance-ready audit records, token usage tracking, and decision trail for human review. Working code.
·5 min read
TAKE IT DOWN Act: One Year In — What Platforms Still Need to Fix
The TAKE IT DOWN Act (signed May 2025) targets AI-generated NCII and deepfakes. One year after signing, many platforms still lack the 48-hour removal process the law requires. Compliance checklist and what FTC enforcement looks like now.
·8 min read
TAKE IT DOWN Act Compliance Checklist 2026 — NCII and Deepfake Removal Requirements
TAKE IT DOWN Act compliance checklist for platforms and AI tool operators. Signed May 19, 2025: 48-hour removal window for non-consensual intimate images including AI-generated deepfakes. Who must comply, what to build, and penalties.
·5 min read
Colorado AI Act Rewritten: SB 189 Replaces 2024 Law — What Changes
Colorado SB 189 replaces the 2024 Colorado AI Act. Risk assessments dropped, disclosure requirements kept, effective date pushed to January 2027. What the new law requires and what changed.
·6 min read
GPAI Enforcement August 2026: What Changes and Compliance Checklist
EU AI Act GPAI enforcement powers activate August 2, 2026. The obligations already applied from August 2025. What changes in August 2026, who is affected, and what to have ready before the deadline.
·9 min read
TypeScript AI Agent Output Validation: 6 Patterns with Code Templates
Copy-paste TypeScript patterns for AI agent output validation: Zod schema enforcement, PII redaction, content policy filtering, JSON repair, hallucination guardrails, and cost circuit breakers. Working code.
·8 min read
EU AI Act Nudification Ban + Watermarking: December 2, 2026 Compliance Checklist
EU AI Act Omnibus: nudification apps banned and AI watermarking required by December 2, 2026. Compliance checklist for providers and deployers — what must change, what's exempt, and penalties.
·7 min read
Federal AI Preemption vs State Laws 2026 — What Actually Applies to Your Business
Federal AI preemption status May 2026: White House blueprint calls for preemption, Congress has rejected it twice. State laws (Texas TRAIGA, Colorado, Connecticut, Maryland) remain in force. Compliance guide.
·9 min read
Texas TRAIGA Compliance Checklist 2026 — Responsible AI Governance Act
Texas TRAIGA compliance checklist for developers and deployers. Effective January 1, 2026: prohibited uses, documentation requirements, impact assessments, consumer notices, and the NIST safe harbor.
·8 min read
TypeScript AI Agent Authorization: 6 Patterns with Code Templates
Copy-paste TypeScript patterns for AI agent tool authorization: allowlists, scoped tokens, human-in-the-loop gates, rate limits, audit logging, and role-based access. Working code, not theory.
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