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Articles on AI, systems, and frontend work that hold up in production.

Practical writing on product engineering trade-offs: where complexity pays off, where it does not, and how to make technical decisions easier to operate, explain, and trust.

Jun 01, 2026

How to Build Scrollytelling Without Scroll Jank

Build scrollytelling that stays smooth on mobile with IntersectionObserver, scroll timelines, progressive enhancement, and fallback strategy.

May 25, 2026

Frontend Animation with Intent: Motion That Clarifies

Use motion to communicate hierarchy and feedback. Learn timing, easing, accessibility, and performance constraints for better UI animation.

May 18, 2026

Observability for Product Engineers

Build observability that maps to user outcomes with correlation IDs, useful dashboards, incident workflows, and a minimal instrumentation stack.

May 11, 2026

Queues Are Not a Silver Bullet

Learn when queues help and when they add risk. Practical guidance on delivery guarantees, DLQs, poison messages, ordering, and idempotent consumers.

May 04, 2026

Webhook Idempotency: A Production-Ready Guide

Prevent duplicate side effects from retries with practical webhook patterns for dedupe stores, ordering, replay, signatures, and production tests.

Apr 27, 2026

Event-Driven Systems Without Folklore

Learn when event-driven architecture helps, when it hurts, and how to evaluate coupling, failure visibility, replay cost, and saga complexity.

Apr 20, 2026

Evaluation Before Orchestration: Build Proof, Then Complexity

Learn an AI evaluation framework with eval sets, trace grading, release gates, and operating checks before you add orchestration.

Apr 13, 2026

Designing Useful AI UX: Uncertainty, Progress, and Recovery

Design AI interfaces that feel reliable by showing progress, disclosing uncertainty, supporting fallback, and making human review obvious.

Apr 06, 2026

When RAG Is the Wrong Answer: A Decision Matrix for AI Systems

Choose between RAG, tools, skills, and fine-tuning with a practical framework for cost, latency, grounding, security, and reliability.

Apr 04, 2026

Production AI Agents: Guardrails, Failure Modes, and a Real Checklist

Learn how to ship production AI agents with guardrails, human approvals, observability, evals, and security basics that actually matter.