AI
Your AI agent said “done.” How do you know it worked? ↗
Evaluate AI agents by their final state, test retries and partial failures, and measure quality and cost per task that actually passes.
EXPLORE / ERNANI.DEV
APIs.
Ideas born from practice. Explore the topics and find your next read.
Automation
From Scraping to Micro-SaaS: Turn Web Pages into B2B Alerts Worth Reading ↗
Design an API change monitor with Firecrawl, evidence, dates, and validation, turning page collection into a practical B2B micro-SaaS opportunity.
Software systems
Who Does Your AI Plugin Work For? How to Audit MCPs and Extensions ↗
MCPs and extensions expand what AI can do. Learn to verify provenance, permissions, data destinations, and contracts while distinguishing different risks.
Software systems
Your store's next integration could be with AI: what changes for online sellers ↗
Google and Shopify point to a new shopping interface. Drawing on my integration work at Oombe, I explain why catalogs, pricing, inventory, and authorization remain central.
Software systems
Is your store ready to go viral? What needs to work after the livestream makes the sale ↗
A campaign can accelerate sales before operations are ready. Here is what I would review in inventory, orders, notifications, and fulfillment before Black Friday.
AI
Claude Duet: AI now wants to follow your work, even when you close the chat ↗
An analysis of continuity, integrations, and everyday decisions: what I would assess in Claude Duet and how I would design a pilot with verifiable results.
Software systems
An AI agent disabled alerts. What does that teach us about automation? ↗
Useful agents need understandable boundaries. An integration example shows how to connect proposals, approvals, and execution while keeping control of operations.
Software systems
Privacy is power: has your system been left unwrapped? ↗
Two lollipops illustrate a software decision: protecting data starts with collection, permissions, and disposal. Real experiences, OWASP, and MITRE.
Games
GTA VI, AI, and the future of games: who will create, modify, and preserve what we play? ↗
GTA VI is the starting point for a conversation about AI, REA, PS5 jailbreaking, PC ports, and preservation. A look at the possibilities and limits of this transformation from someone who develops systems, integrations, and Unity games.