Journal

Writing on retrieval,
grounding, and agent systems.

Architecture•June 18, 2026•5 min read

Why Routing Matters More Than Bigger Models

Matching user questions to the right tool or knowledge source gives more reliable, consistent answers than simply using a larger language model. Here's why smaller, smarter routing wins.

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Knowledge•June 10, 2026•8 min read

How Better Knowledge Retrieval Reduces AI Hallucinations

When agents retrieve context that actually matches a question, answers get more accurate and citations get cleaner. A practical look at how knowledge organisation affects answer quality.

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Security•May 28, 2026•6 min read

Securing Custom Webhook Integrations in Agent Workflows

A practical guide to keeping outbound agent actions safe: isolating API calls, validating tool parameters, and preventing agents from accessing resources they shouldn't.

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