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Engineering
How the pieces actually work under the hood, from tool loops and memory scoping to the decisions behind them.
Engineering
Why an AI agent should read the result before it acts
What separates a real agent from a chatbot: it reads each result and decides the next step.
May 19, 2026 · 6 min
Engineering
Memory that respects scope: per-user, per-bot, per-workspace
Agents that remember customers across conversations, scoped so details stay where they belong.
May 12, 2026 · 6 min