Articles
AI agents
- AI agents (13)
- AI Coding Agents (1)
- AI delivery (88)
- AI Delivery Programme (12)
- AI Workflow Audit (2)
- Architecture Review (2)
- Laravel (1)
- MVP to Production (1)
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How should building and managing an AI agent be priced?
Build, usage and change move for different reasons. Fix the fee for build work with written acceptance checks, pass usage through at cost, name…
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When should an AI workflow in n8n, Make or Zapier be rebuilt in code, and how do you migrate it safely?
Five signals that a no-code AI workflow has outgrown its platform, what a rebuild takes away, and a step-by-step migration with a parallel run…
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How do I protect my agents and automations when a vendor API changes?
Vendor and platform API changes break agents and automations quietly. Inventory each dependency, pin versions, validate tool results at the boundary, run scheduled contract…
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How do I stop an AI agent from taking costly or irreversible actions without a check?
Write the limits into the tool that pays, refunds or emails: a cap the model cannot raise, a duplicate key, a preview of the…
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How do I estimate what an AI agent will cost to run each month when usage is unknown?
Measure what one unit of work costs on realistic test runs, multiply by low, expected and high volumes, add the costs that are not…
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How do I catch it when my model provider updates or retires a model and my agent quietly gets worse?
Pin a fixed model ID, log which model answered, validate tool calls in code, rerun one fixed evaluation set on a schedule and before…