Articles

AI engineering notes from real workflow work

Practical writing on agentic systems, orchestration, automation design, and the operating patterns behind reliable AI delivery.

AI
AI Agents • Jun 01, 2026

Evaluation Strategy: AI agent routing

How to measure quality, reliability, and operational readiness. how to route work across specialized agents without losing control

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BA
Backend Engineering • Jun 01, 2026

Common Failure Modes: backend API observability

The mistakes teams should identify before launch. how request logs, traces, and metrics expose production failures

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PR
Product Engineering • May 31, 2026

Security Review: customer account systems

The security and permission concerns that should be reviewed. how login, saved content, and user activity shape product loops

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MO
Mobile Engineering • May 31, 2026

Team Workflow: mobile AI workflows

How engineering, product, and operations teams should collaborate. how mobile apps can use AI features without damaging UX or privacy

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DA
Database Engineering • May 31, 2026

Scaling Notes: database indexing

How the workflow changes as traffic, users, or data volume grows. how to keep product, analytics, and search queries responsive

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CH
ChatGPT Tips, Software Engineering • May 31, 2026

ChatGPT Tip: Use ChatGPT For Code Explanation

Ask for explanations that help you work, not just describe syntax.

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AI
AI Observability • May 30, 2026

Architecture Guide: agent observability

A system-design view for planning production implementation. how traces, spans, tool logs, and feedback loops expose system behavior

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AI
AI Agents • May 30, 2026

Common Failure Modes: AI agent routing

The mistakes teams should identify before launch. how to route work across specialized agents without losing control

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BA
Backend Engineering • May 30, 2026

Implementation Checklist: backend API observability

A practical checklist for building and reviewing the workflow. how request logs, traces, and metrics expose production failures

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PR
Product Engineering • May 30, 2026

Evaluation Strategy: customer account systems

How to measure quality, reliability, and operational readiness. how login, saved content, and user activity shape product loops

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MO
Mobile Engineering • May 30, 2026

Deployment Playbook: mobile AI workflows

How to prepare the workflow for CI/CD and production operations. how mobile apps can use AI features without damaging UX or privacy

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DA
Database Engineering • May 29, 2026

Tooling Map: database indexing

A map of useful tools, libraries, and platform decisions. how to keep product, analytics, and search queries responsive

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