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Parley 2.0: Meet the New Agent Builder

Product UpdatesBy Dev John PatrickSeptember 21, 2026Leave a comment

The latest release introduces a more structured approach to building and managing agent

How Smaller Models Yield Better Results

Use CasesBy Dev John PatrickSeptember 21, 2026Leave a comment

There is a persistent assumption in AI development that larger models inherently produce

How a 12-Person Team Automated Onboarding

Product UpdatesBy Dev John PatrickSeptember 21, 2026Leave a comment

A 12-person operations team managed to fully automate their onboarding process using AI agents

Enhancing Agent-to-Human Escalation

Product UpdatesBy Dev John PatrickSeptember 21, 2026Leave a comment

In most AI systems, escalation is treated as a failure state. When the system cannot complete a task, it simply transfers the user to a human. This approach creates friction and wastes context. We redesigned escalation as a structured transition rather than a fallback. A proper handoff now includes a full structured summary: This transforms…

When Your Agent Gets It Wrong

Agent DesignBy Dev John PatrickSeptember 21, 2026Leave a comment

In most AI systems, escalation is treated as a failure state. When the system cannot complete a task

Managing Customer Requests with Parley

Use CasesBy Dev John PatrickSeptember 21, 2026Leave a comment

Modern organizations increasingly deal with a constant stream of incoming requests: messages

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