Technology
Idempotent AI Agent Actions for CRM, ERP, and Billing Systems
Practical patterns for idempotent AI actions: intent fingerprints, ledgers, replay protection, and safe retries across CRM, ERP, billing.
/6 min/Sam
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Technology
Why Gmail and Outlook caching skews warmup open signals
Gmail and Outlook caching can inflate opens during warmup. Learn what drifts first and how to prioritize more reliable signals.
/6 min/Sam
Technology
Faceted Navigation Traps That Dilute LLM Visibility and Create Duplicate Entity Pages
Audit faceted query parameters to prevent duplicate entity pages, consolidate canonical signals, and improve LLM visibility.
/7 min/Sam
Technology
Fix Hierarchy Drift in Ad Reporting When Account and Campaign Names Change
Renames split metrics and break joins. Use stable IDs, rename-aware dimensions, and canonical keys to keep cross-channel reporting consistent.
/6 min/Sam
Technology
How to Publish Product Facts So LLM Answers Stay Current Through Launches and Deprecations
Publish versioned, schema-ready product facts and distribute them widely so AI answers reflect renames, launches, and deprecations.
/6 min/Sam
Technology
Seeding a Feature Request Portal Without Distorting Demand Signals
Learn how to seed a new feature portal without skewing votes, framing needs, or amplifying early visibility bias.
/6 min/Sam
Technology
A Weekly Summary Drift Test to Keep Meeting Recaps Aligned With What Was Said
A weekly Summary Drift Test catches recap errors early by comparing notes to transcripts, protecting decisions, owners, and timelines.
/6 min/Sam
Technology
Prompt-to-Policy Rules for GDPR and CCPA in React and Supabase Apps
Embed consent, cookies, and retention into React + Supabase apps with schemas, RLS, gating, and DSAR workflows.
/6 min/Sam
Technology
Backend-Agnostic Authentication for No‑Code Frontends With OAuth2 and OIDC
A practical guide to OAuth2/OIDC, token refresh, and secure session storage in no-code frontends without lock-in.
/6 min/Sam