AI
AI Security • Jun 27, 2026
Scaling Notes: MCP connector security
How the workflow changes as traffic, users, or data volume grows. how to connect tools and data sources without overexposing permissions
Articles
AI engineering notes from real workflow work
Practical writing on agentic systems, orchestration, automation design, and the operating patterns behind reliable AI delivery.
LL
LLM Engineering • Jun 27, 2026
Architecture Guide: tool-calling reliability
A system-design view for planning production implementation. how to validate tool arguments, retries, failures, and side effects
DA
Data Engineering • Jun 27, 2026
DropTicks Field Notes: data pipeline orchestration
Opinionated engineering notes for practical AI and software delivery. how batch jobs, DAGs, and transforms power reliable analytics
DE
Developer Tools • Jun 27, 2026
Implementation Checklist: AI coding workstations
A practical checklist for building and reviewing the workflow. how skills, MCP, review loops, and tests improve software delivery
AI
AI Systems • Jun 26, 2026
Evaluation Strategy: multimodal AI products
How to measure quality, reliability, and operational readiness. how text, image, audio, and video inputs change product architecture
CI
CI/CD • Jun 26, 2026
Deployment Playbook: CI/CD for Laravel
How to prepare the workflow for CI/CD and production operations. how to build, test, migrate, cache, and deploy Laravel safely
CH
ChatGPT Tips, Business Writing • Jun 26, 2026
ChatGPT Tip: Use ChatGPT For Objection Handling
Turn objections into clear, honest answers.
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
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
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
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
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