AI - The Thrifty Dev

AI Coding Tools for Developers: What’s Actually Worth It in 2026

84% of developers now use or plan to use AI tools in their development process, up from 76% the year before. The same Stack Overflow 2025 survey found that 46% of developers actively distrust AI accuracy, and only 3% highly trust the output. Read those two numbers together and you have the honest state of… Continue reading AI Coding Tools for Developers: What’s Actually Worth It in 2026

Private AI Workflows: Keep Client Secrets Off Someone Else’s GPU

In 2023, two New York lawyers were fined $5,000 for filing a brief full of cases that never existed, ChatGPT invented all six citations. The sanction was for the fabrication. The lesson nobody drew from it: every one of those fake-case prompts, plus the client’s injury facts, went through OpenAI’s servers first. In June 2026,… Continue reading Private AI Workflows: Keep Client Secrets Off Someone Else’s GPU

GLM-5.2 vs Local Qwen vs Opus: Which Should You Run in 2026?

Short answer: For GLM-5.2 vs Qwen 3.6 in 2026, the local pick for most builders is Qwen 3.6 27B. It runs on hardware you can buy used for under $1,200, and it is the fastest of the three to pay for itself. Move up to GLM-5.2 the moment long context is the real bottleneck, because… Continue reading GLM-5.2 vs Local Qwen vs Opus: Which Should You Run in 2026?

KOSA Is Not Just a Kids Safety Bill. It Is an Age Verification Creep Bill

KOSA is marketed as kids online safety, but its incentives could normalize age verification, weaken pseudonymous speech, and give Big Tech another compliance moat.

AI Browser Agents Are the New Attack Surface: A Privacy Playbook for Builders

AI browser agents are useful, but they turn your browser profile into a security boundary. Here is the privacy playbook for builders.

What Is the Sovereign Builder Protocol?

The Sovereign Builder Protocol is a practical operating system for people who want to build useful tools, own more of their stack, spend less, and serve people better with AI, automation, privacy, and discipline.