Articles

AI engineering notes from real workflow work

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

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

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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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AI
AI Systems • Jun 23, 2026

Implementation Checklist: multimodal AI products

A practical checklist for building and reviewing the workflow. how text, image, audio, and video inputs change product architecture

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CI
CI/CD • Jun 23, 2026

Evaluation Strategy: CI/CD for Laravel

How to measure quality, reliability, and operational readiness. how to build, test, migrate, cache, and deploy Laravel safely

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CH
ChatGPT Tips, Business Writing • Jun 23, 2026

ChatGPT Tip: Use ChatGPT For Naming

Naming is better when criteria and constraints are explicit.

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AI
AI Security • Jun 23, 2026

Deployment Playbook: MCP connector security

How to prepare the workflow for CI/CD and production operations. how to connect tools and data sources without overexposing permissions

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AI
AI Engineering • Jun 22, 2026

Tooling Map: AI engineering operating model

A map of useful tools, libraries, and platform decisions. how teams combine product thinking, model behavior, software architecture, testing, and operations into one AI delivery practice

Read article → Save
DA
Data Engineering • Jun 22, 2026

Team Workflow: data pipeline orchestration

How engineering, product, and operations teams should collaborate. how batch jobs, DAGs, and transforms power reliable analytics

Read article → Save