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Ideas & playbooks

Practical notes on AI, engineering, product, and cloud—short, honest, and field-tested.

Shipping LLM Features Safely: Guardrails That Matter
AI & Data 7 min

Shipping LLM Features Safely: Guardrails That Matter

A practical checklist for putting LLMs in production—evaluation, prompt hardening, content filters, and observability.

AILLMSecurity
Jul 12, 2025Read →
Performance Budgets in Next.js: A Playbook
Web Engineering 6 min

Performance Budgets in Next.js: A Playbook

Keep apps fast over time with realistic budgets, bundle auditing, and simple automation in CI.

WebNext.jsDevOps
Jun 28, 2025Read →
Cloud Cost Dials: Where To Save Without Risk
Cloud & DevOps 8 min

Cloud Cost Dials: Where To Save Without Risk

From caching and autoscaling to storage classes—lower cost while keeping reliability and speed.

CloudSREFinOps
May 30, 2025Read →
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