Who picks the model when a Claude Code workflow fans out
Workflow agents can quietly run on your priciest model. The four rungs that pick each agent's model, a probe that proves it, and how to own Claude's guide.
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2026
6 postsNo AI Act yet, but POPIA, PCI DSS and the Joint Standards already govern your GenAI
South Africa's AI policy stalled, the rules did not. Five controls from POPIA, the Joint Standards and PCI DSS that already apply to GenAI in a regulated firm.
Claude Code runs A/B tests on your workflow, and one setting turns them off
Claude Code runs A/B tests from a remote flag service that release notes never mention. How to see yours, switch them off, and why vendors should say so.
Just-in-time access shrinks an agent's window, not its reach
Short-lived credentials limit how long an AI agent holds access, not what it can do. Put hard limits in code first, then shorten the tokens.
Cloudflare's free plan is where your first project should live
This blog runs on Cloudflare's free plan for R0 a month. What a developer starting out gets there, what they still own, and where the deal stops.
Give your AI workflows the least autonomy that works
Autonomy is a permission you grant a model, not a feature it has. Five levels for AI workflows, and how to pick the lowest one each step can live with.