⚙ AI Tools/2026-10-01Beginner
You Don't Need to Read Commands: Three Places to Check When an Agent Works
If strings of terminal text make the approve button feel risky, here is a way to check just three things: a way back before you start, the first word of a command, and the diff afterward.
◉ Antigravity/2026-04-28Intermediate
Antigravity Keeps Asking Permission for the Same Command? Fix the Approval Dialog Loop
Antigravity keeps prompting you to approve commands like npm install or git status, even after you clicked Always Allow? The cause comes down to three things: workspace trust state, pattern matching, and where the setting is stored. Here is the fix that actually sticks.
◈ Agents/2026-05-19Advanced
Designing an HITL Approval Pipeline That Survives Production — Routing Probabilistic Actions Safely With Antigravity Agent
How I run a Human-in-the-Loop approval pipeline for Antigravity Agent in production — risk tiers, confidence-based routing, queue schema, audit logs, and the graduation criteria that move actions toward automation, drawn from six months of indie-app operations.