Articles

AI engineering notes from real workflow work

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

CH
ChatGPT Tips, Business Writing • Jun 26, 2026

ChatGPT Tip: Use ChatGPT For Objection Handling

Turn objections into clear, honest answers.

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AI
AI Security • Jun 26, 2026

Tooling Map: MCP connector security

A map of useful tools, libraries, and platform decisions. how to connect tools and data sources without overexposing permissions

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AI
AI Engineering • Jun 25, 2026

DropTicks Field Notes: AI engineering operating model

Opinionated engineering notes for practical AI and software delivery. how teams combine product thinking, model behavior, software architecture, testing, and operations into one AI delivery practice

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DA
Data Engineering • Jun 25, 2026

Scaling Notes: data pipeline orchestration

How the workflow changes as traffic, users, or data volume grows. how batch jobs, DAGs, and transforms power reliable analytics

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DE
Developer Tools • Jun 25, 2026

Architecture Guide: AI coding workstations

A system-design view for planning production implementation. how skills, MCP, review loops, and tests improve software delivery

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AI
AI Systems • Jun 25, 2026

Common Failure Modes: multimodal AI products

The mistakes teams should identify before launch. how text, image, audio, and video inputs change product architecture

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CI
CI/CD • Jun 24, 2026

Security Review: CI/CD for Laravel

The security and permission concerns that should be reviewed. how to build, test, migrate, cache, and deploy Laravel safely

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CH
ChatGPT Tips, Business Writing • Jun 24, 2026

ChatGPT Tip: Ask For Shorter Versions

Compression improves clarity.

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AI
AI Security • Jun 24, 2026

Team Workflow: MCP connector security

How engineering, product, and operations teams should collaborate. how to connect tools and data sources without overexposing permissions

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AI
AI Engineering • Jun 24, 2026

Scaling Notes: AI engineering operating model

How the workflow changes as traffic, users, or data volume grows. how teams combine product thinking, model behavior, software architecture, testing, and operations into one AI delivery practice

Read article → Save
DA
Data Engineering • Jun 24, 2026

Tooling Map: data pipeline orchestration

A map of useful tools, libraries, and platform decisions. how batch jobs, DAGs, and transforms power reliable analytics

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AI
AI Workflows • Jun 23, 2026

DropTicks Field Notes: content workflow automation

Opinionated engineering notes for practical AI and software delivery. how creators turn raw source material into reusable publishing assets

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