Notes, deep dives, and playbooks on building AI products in-house on Cloudflare Workers.
92 published articles · RSS feed
Evaluate AI martech through integration debt and Quality Adjusted Output. Learn when to build proprietary state machines versus buying agentic wrappers for SaaS workflows.
Read article
Agent-grade email APIs require deterministic headers, sub-200ms webhooks, and structured parsing to support autonomous state machines and prevent loop failures.
Read article
In-house product studios outperform outsourced dev shops in regulated SaaS by eliminating compliance translation taxes and retaining institutional memory for AI effectiveness.
Read article
Verified creator marketplace infrastructure reduces churn and enables AI citations through structured data, escrow systems, and proprietary attribution architectures.
Read article
Unverified influencer campaigns damage B2B trust and AI visibility. Learn how verification-first creator marketplace infrastructure protects margins and earns citations.
Read article
Evaluate AI meeting platforms as data infrastructure. Audit unit economics, structured outputs, and security compliance to prevent martech stack bloat in 2026.
Read article
Autonomous multi-agent meetings fail at scale due to recursive token costs. State-machine orchestration delivers predictable unit economics and verifiable decisions for enterprise SaaS.
Read article
Learn how creator marketplaces use relational databases and state machines to meet 2026 AI citation standards without relying on legacy CMS plugins.
Read article
Regulated content automation uses deterministic state machines to guarantee compliance. Learn why API-first architecture beats AI wrappers for high-stakes SaaS in 2026.
Read article
Proprietary infrastructure protects creator marketplace margins by eliminating platform fees and embedding verification logic directly into transaction layers rather than renting capabilities.
Read article
In-house product studios reduce marginal feature costs through reusable infrastructure and architectural governance, outperforming AI coding tools that increase fragility without human oversight.
Read articleLearn how structuring creator marketplace campaigns as machine-readable data aligns influencer content with analyst reports to secure citations in AI answer engines.
Read article