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Product Engineering

Technical deep dives and scaling insights focused on product engineering. Practical engineering for real-world production systems.

AllAI & AutomationHealthcare EngineeringProduct EngineeringStartup EngineeringSystem DesignCloud & DevOpsBackend & Systems

5 Insights published

2026-04-25
4 min read

SLOs for Product Teams: Error Budgets That Keep AI and APIs Reliable

A practical guide to defining user-centric SLOs/SLIs and using error budgets as a decision engine for reliability—especially when AI features add new failure modes.

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2026-04-24
4 min read

Coding Agents in CI: How to Ship Productivity Without Hidden Debt

AI coding agents can accelerate development, but they also create risks. Learn a CI strategy with tests, static analysis, and eval gates so agent output stays reliable as your product grows.

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2026-04-23
3 min read

API Contract Testing + LLM Evals: The Safety Net for Product Changes

When AI and agents touch production APIs, contract breaks become common. Learn how to combine contract testing with LLM evals to prevent regressions and maintain stable contracts.

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2026-04-22
3 min read

Product Metrics-First AI Guardrails: Quality Control That Aligns With Users

Stop measuring AI by model vibes. Learn how to design guardrails using product metrics (acceptance rate, resolution rate, validity, safety) so quality stays aligned with users.

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2024-04-16
3 min read

Choosing the Right Tech Stack for Your Startup in 2026: A Founder's Decision Framework

Your tech stack is a business decision, not just an engineering one. Learn the framework for choosing backend, databases, and cloud services that align with your growth stage.

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