Articles

AI engineering notes from real workflow work

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

SO
Software Engineering • Jun 15, 2026

Scaling Notes: event-driven architecture

How the workflow changes as traffic, users, or data volume grows. how streams, queues, and workflow engines coordinate systems

Read article → Save
CH
ChatGPT Tips, Productivity • Jun 15, 2026

ChatGPT Tip: Make Charts More Useful

A chart prompt should say who will read it and what decision it supports.

Read article → Save
AI
AI Security • Jun 15, 2026

Architecture Guide: MCP connector security

A system-design view for planning production implementation. how to connect tools and data sources without overexposing permissions

Read article → Save
AI
AI Engineering • Jun 15, 2026

Common Failure Modes: AI engineering operating model

The mistakes teams should identify before launch. how teams combine product thinking, model behavior, software architecture, testing, and operations into one AI delivery practice

Read article → Save
DA
Data Engineering • Jun 15, 2026

Implementation Checklist: data pipeline orchestration

A practical checklist for building and reviewing the workflow. how batch jobs, DAGs, and transforms power reliable analytics

Read article → Save
AI
AI Workflows • Jun 14, 2026

Evaluation Strategy: content workflow automation

How to measure quality, reliability, and operational readiness. how creators turn raw source material into reusable publishing assets

Read article → Save
MO
Mobile Engineering • Jun 14, 2026

Deployment Playbook: offline-first mobile AI

How to prepare the workflow for CI/CD and production operations. how to design resilient mobile experiences around network and model constraints

Read article → Save
SO
Software Engineering • Jun 14, 2026

Tooling Map: event-driven architecture

A map of useful tools, libraries, and platform decisions. how streams, queues, and workflow engines coordinate systems

Read article → Save
CH
ChatGPT Tips, Productivity • Jun 14, 2026

ChatGPT Tip: Use ChatGPT For Data Analysis Questions

Ask for the analysis plan before charts or conclusions.

Read article → Save
AI
AI Observability • Jun 13, 2026

DropTicks Field Notes: agent observability

Opinionated engineering notes for practical AI and software delivery. how traces, spans, tool logs, and feedback loops expose system behavior

Read article → Save
AI
AI Engineering • Jun 13, 2026

Implementation Checklist: AI engineering operating model

A practical checklist for building and reviewing the workflow. how teams combine product thinking, model behavior, software architecture, testing, and operations into one AI delivery practice

Read article → Save
DA
Data Engineering • Jun 13, 2026

Architecture Guide: data pipeline orchestration

A system-design view for planning production implementation. how batch jobs, DAGs, and transforms power reliable analytics

Read article → Save