What I Learned at SMU's Legal Database Launch (And My Decision About zeeker.sg)
After 150+ hours building data.zeeker.sg, I attended SMU's SOLID database launch to see institutional legal data infrastructure in action. I applied my decision framework and made my choice: I'm continuing. Here's what I learned about when solo builders should persist alongside institutions.
Building data.zeeker.sg: Technical Architecture
The complete technical stack behind Singapore's first public legal news API: zeeker CLI standardizes data collection, Datasette serves SQLite straight from S3, and canned queries make legal research accessible without SQL. Built solo, runs on $6-12/month, designed to scale from 1 to many sources.
Lawyers Got Prompt Engineering Wrong (And Why That Matters)
At TechLawFest 2025, Singapore lawyers packed a workshop on prompt engineering. Meanwhile, the technology shifted: agent skills became available. This isn't about better prompts—it's about who controls the decision-making logic. From 3-page prompts to reusable systems.
When AI Makes You Look Busy, Not Productive
A new term is making headlines: "workslop"—AI-generated work that looks polished but lacks substance. Research found 40% of workers encountered it last month, costing $186 per employee in cleanup time. For resource-constrained lawyers, you can't spend time fixing what's irretrievably broken.
Singapore Court Rules on AI Hallucination: A Reality Check for Small Firms
Singapore's High Court just handed down what might be its first formal ruling on AI-generated fake cases in legal practice (2025 SGHCR 33). For resource-constrained practices, this case validates a hard truth - you might be better off avoiding AI entirely.