Introduction to General Tech

Placeholder for my General Tech pages
Test again

And add another line to see

Peace and Love
Shafik Walakaka

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Table of contents

• Google Sheets -- Payroll
• Hash Map Generation
• CVE Scraper
• Automated CSV Testing
• Bash script merge CSV
• Building an Approval-Gated AI Workflow for Updating Functional Specs
• Teaching an AI Agent to Write Test Cases That Don't Collide
• Running Concurrent AI Agents Safely: Lessons from a Real Batch Workflow
• From Acceptance Criteria to Test Cases: A Two-Stage AI Review Workflow
• What Even Is an MCP Server? Building a Mental Model With a Real One
• JSON-RPC, Capability Negotiation, and What Actually Crosses the Pipe
• The Other Half of the Bridge: How an MCP Server Actually Talks to a Real API
• Shipping an MCP Server
• Can an AI Agent Touch Singpass? What's Actually Safe to Automate
• 153 Documents, Two Insurers, One Popup Blocker
• From PDFs to Insight: Getting an AI to Actually Read the Fine Print
• Checking Whether an Insurance 'Investment' Ever Beats the Market — With Real Historical Prices
• The Sunk-Cost Question, Projected Forward: Was Surrendering the Right Call?