Automation
Human-in-the-Loop Automation: When Approval Gates Make Systems Faster, Not Slower
Well-designed approval gates prevent costly rollbacks, accelerating automation velocity through supervised autonomy.
AI Tools & Reviews
Local AI for Lean Teams: Containing Risk with Privacy Boundaries and Queues
Lean teams automate liability without guardrails. Enforce privacy boundaries and deterministic queues to scale AI safely.
Developer
Why Binary Toggles Fail AI: A Safety Architecture for Autonomous Agents
Binary toggles fail AI. Implement kill switches, confidence gates, and rate limits to build a resilient safety architecture for autonomous agents.
AI Tools & Reviews
A Critical Safety Net: Why Feature Flags Matter for AI Delivery
Feature flags provide the critical control plane needed to safely deploy, monitor, and govern AI agents in production environments.
AI Tools & Reviews
Shipping AI Safely: Kill Switches, Confidence Gates, and Rate Limits
Stop treating AI like traditional software. Learn how to use kill switches, confidence gates, and rate limits to ship AI safely.