Field notes.

Lessons from the field — patterns, trade-offs, and hard-won takeaways from building custom software, automations, and AI.

By Dang ThaiBlog6 min read

Reframing AI in 2026: A Tool to Augment, Not Replace

Everyone talks about AI taking away tedious work. The teams pulling ahead in 2026 are the ones treating it as leverage — building agents, workflows, and habits that let people do more, ship more, and think bigger.

By Dang ThaiBlog8 min read

How to Tell a Real AI Automation From a Demo

AI workflows look magical in a demo and fall apart in production. Here's the gap — and the engineering that closes it: evals, guardrails, retrieval, and human-in-the-loop.