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 Workflows • Jun 13, 2026

Common Failure Modes: content workflow automation

The mistakes teams should identify before launch. how creators turn raw source material into reusable publishing assets

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MO
Mobile Engineering • Jun 12, 2026

Security Review: offline-first mobile AI

The security and permission concerns that should be reviewed. how to design resilient mobile experiences around network and model constraints

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SO
Software Engineering • Jun 12, 2026

Team Workflow: event-driven architecture

How engineering, product, and operations teams should collaborate. how streams, queues, and workflow engines coordinate systems

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CH
ChatGPT Tips, Productivity • Jun 12, 2026

ChatGPT Tip: Improve Image Prompts

Image generation works better with subject, setting, style, composition, and constraints.

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AI
AI Observability • Jun 12, 2026

Scaling Notes: agent observability

How the workflow changes as traffic, users, or data volume grows. how traces, spans, tool logs, and feedback loops expose system behavior

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AI
AI Engineering • Jun 12, 2026

Architecture Guide: AI engineering operating model

A system-design view for planning production implementation. how teams combine product thinking, model behavior, software architecture, testing, and operations into one AI delivery practice

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BA
Backend Engineering • Jun 11, 2026

DropTicks Field Notes: backend API observability

Opinionated engineering notes for practical AI and software delivery. how request logs, traces, and metrics expose production failures

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AI
AI Workflows • Jun 11, 2026

Implementation Checklist: content workflow automation

A practical checklist for building and reviewing the workflow. how creators turn raw source material into reusable publishing assets

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MO
Mobile Engineering • Jun 11, 2026

Evaluation Strategy: offline-first mobile AI

How to measure quality, reliability, and operational readiness. how to design resilient mobile experiences around network and model constraints

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SO
Software Engineering • Jun 11, 2026

Deployment Playbook: event-driven architecture

How to prepare the workflow for CI/CD and production operations. how streams, queues, and workflow engines coordinate systems

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CH
ChatGPT Tips, Software Engineering • Jun 10, 2026

ChatGPT Tip: Use ChatGPT For Frontend States

UI prompts should include loading, empty, error, success, and mobile states.

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AI
AI Observability • Jun 10, 2026

Tooling Map: agent observability

A map of useful tools, libraries, and platform decisions. how traces, spans, tool logs, and feedback loops expose system behavior

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