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, Prompt Engineering • Jul 05, 2026

ChatGPT Tip: Create A Personal Prompt Library

Save prompts that repeatedly work.

Read article → Save
AI
AI Governance • Jul 05, 2026

Evaluation Strategy: AI governance workflow

How to measure quality, reliability, and operational readiness. how teams define ownership, review paths, and measurable risk controls

Read article → Save
LL
LLM Engineering • Jul 05, 2026

Deployment Playbook: tool-calling reliability

How to prepare the workflow for CI/CD and production operations. how to validate tool arguments, retries, failures, and side effects

Read article → Save
SE
Search Engineering • Jul 05, 2026

Security Review: search relevance engineering

The security and permission concerns that should be reviewed. how lexical, vector, hybrid, and reranked search combine

Read article → Save
DE
Developer Tools • Jul 04, 2026

Team Workflow: AI coding workstations

How engineering, product, and operations teams should collaborate. how skills, MCP, review loops, and tests improve software delivery

Read article → Save
AI
AI Systems • Jul 04, 2026

Scaling Notes: multimodal AI products

How the workflow changes as traffic, users, or data volume grows. how text, image, audio, and video inputs change product architecture

Read article → Save
DE
DevOps and CI/CD • Jul 04, 2026

Architecture Guide: AI-aware deployment pipelines

A system-design view for planning production implementation. how deployment pipelines should handle prompts, evals, migrations, secrets, caches, queues, and scheduled AI jobs together

Read article → Save
CH
ChatGPT Tips, Research • Jul 04, 2026

ChatGPT Tip: Use ChatGPT For Better Questions

Sometimes the best output is a better question.

Read article → Save
AI
AI Governance • Jul 03, 2026

Common Failure Modes: AI governance workflow

The mistakes teams should identify before launch. how teams define ownership, review paths, and measurable risk controls

Read article → Save
LL
LLM Engineering • Jul 03, 2026

Security Review: tool-calling reliability

The security and permission concerns that should be reviewed. how to validate tool arguments, retries, failures, and side effects

Read article → Save
SE
Search Engineering • Jul 03, 2026

Evaluation Strategy: search relevance engineering

How to measure quality, reliability, and operational readiness. how lexical, vector, hybrid, and reranked search combine

Read article → Save
DE
Developer Tools • Jul 03, 2026

Deployment Playbook: AI coding workstations

How to prepare the workflow for CI/CD and production operations. how skills, MCP, review loops, and tests improve software delivery

Read article → Save