Developer
Edge Inference or Hyperscaler? Weighing Cloudflare Workers AI Against Traditional AI APIs
Weighing Cloudflare Workers AI against traditional APIs to find the right deployment strategy for your AI infrastructure.
Articles by Rody
Developer
AI Tools & Reviews
Agent Memory Systems: What to Store, Summarize, and Forget
Effective agent memory requires context engineering: selective storage, intelligent summarization, and biologically-inspired forgetting.
AI Tools & Reviews
AI Tools & Reviews
Beyond the Demo: Building Production-Ready AI Voice Agents with Strict Latency and Fallback Logic
Production voice agents fail on infrastructure, not models. Master latency budgets, interruption handling, and fallback logic for real-world reliability.
Automation
Beyond Playwright: When to Switch to AI Agents for Browser Automation
Playwright hits a scripting ceiling. Learn where to switch to vision-based AI agents for dynamic UIs and reduce maintenance overhead.
Security
Small Business Security Without Framework Theater: Backups, MFA, Patching, and Access Reviews
Stop buying tools. Start building habits. A practical guide to MFA, patching, and backups for small businesses.
AI Tools & Reviews
Shipping AI Safely: Kill Switches, Confidence Gates, and Rate Limits
Stop treating AI like traditional software. Learn how to use kill switches, confidence gates, and rate limits to ship AI safely.
Technology
The Boring Dashboard: How Health Checks and Process Managers Keep Internal Tools Alive
Internal dashboards fail when servers reboot. Health checks and process managers automate recovery so you don't have to.
AI Tools & Reviews
Shipping AI Features with Audit Trails: Prompt Logs, Tool Calls, and Human Approval
Move beyond chat widgets by implementing immutable audit trails, prompt versioning, and human approval gates for safe AI agent deployment.
AI Tools & Reviews
Beyond the Demo: Systematically Testing RAG Quality Before Production
Stop shipping RAG on vibes. Learn to build golden datasets, apply RAGAS metrics, and integrate CI/CD quality gates to prevent hallucinations before launch.
Developer
Vercel AI Gateway for Small Teams: Model Routing, Fallbacks, and Budget Guardrails
A practical guide to using Vercel AI Gateway for resilient, cost-effective AI infrastructure for small teams.