Notes from building software and AI tools
Practical lessons from Rekabit on AI automation, agents, custom software, and IT infrastructure, drawn from tools we build and run ourselves.
How to Build an AI Agent for Your Business
A practical path to building an AI agent for your business: one clear job, the right tools, clear permissions, and real testing.
How to Stop AI-Written Content from Making Up Claims: Guardrails in Code, Not Just Prompts
Prompt instructions alone don't stop AI from inventing claims. These are the code-level checks we use in our own AI writing pipeline.
AI Agents That Can Take Action, Safely: Permission Modes, Approvals, and Boundaries
Design choices that keep an AI agent useful without letting it run wild, based on what we built into our own coding agent.