Author
Antoine Buteau

Antoine Buteau

1 min read Free

The AI Context Layer Series #3: Grounding Agents in Business Objects

AI agents need structured business objects, relationships, and defined states before they need more unstructured text.
1 min read Free

The AI Context Layer Series #7: Tool Access Needs Business Context

Without business context, AI tools will confidently execute actions against the wrong object, customer, metric, or state.
1 min read Free

The AI Context Layer Series #6: Memory Without Stale Truth

Agent memory is only useful when it defers to current facts rather than quietly prioritizing outdated information.
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The AI Context Layer Series #5: Permissions, Identity, and Context Boundaries

Identity and permissions set the boundaries for what context an AI agent is allowed to see, infer, remember, and reuse.
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The AI Context Layer Series #9: Escalation and Audit Trails for Context Use

Detailed audit trails and clear escalation paths make AI context usage inspectable enough to confidently trust.
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The AI Context Layer Series #8: Data Quality as Agent Risk

Poor data quality in your context layer directly translates into operational risk for AI agents.
1 min read Free

Trust That Actually Compounds Series #2: Reliability Is the First Trust Deposit

Reliability is the boring base layer of trust and serves as your first deposit.
1 min read Free

Trust That Actually Compounds Series #1: Trust Is Operating Speed

Trust increases operating speed by reducing the amount of checking a team has to do before work can move forward.
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