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Deterministic Formulas for No‑Code Apps and Safer Multi‑Step Calculations
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Deterministic Formulas for No‑Code Apps and Safer Multi‑Step Calculations

A practical pattern for no‑code apps to normalize inputs, round consistently, prevent double triggers, and keep audit-ready totals.

Sophia
Observable React and Supabase Apps From Day One With OpenTelemetry
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Observable React and Supabase Apps From Day One With OpenTelemetry

Day-one observability for React + Supabase apps using OpenTelemetry, Postgres query insights, and error budgets that scale.

Sophia7 min read
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A practical edge pattern for agent handoffs using short-lived identity, least-privilege tool grants, and traceable actions.
Cost-Aware Worker Pools for Internal Automation With Budgets and Backpressure
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Cost-Aware Worker Pools for Internal Automation With Budgets and Backpressure

Enforce CPU/memory budgets and queue backpressure for automation workers across Docker, Kubernetes, and Fargate.

Sophia
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