DE
Developer Tools • Jul 01, 2026
Security Review: AI coding workstations
The security and permission concerns that should be reviewed. how skills, MCP, review loops, and tests improve software delivery
Articles
AI engineering notes from real workflow work
Practical writing on agentic systems, orchestration, automation design, and the operating patterns behind reliable AI delivery.
AI
AI Systems • Jul 01, 2026
Team Workflow: multimodal AI products
How engineering, product, and operations teams should collaborate. how text, image, audio, and video inputs change product architecture
CI
CI/CD • Jul 01, 2026
Scaling Notes: CI/CD for Laravel
How the workflow changes as traffic, users, or data volume grows. how to build, test, migrate, cache, and deploy Laravel safely
CH
ChatGPT Tips, Software Engineering • Jul 01, 2026
ChatGPT Tip: Ask ChatGPT For Implementation Risks
Every technical plan should include risk before code.
AI
AI Governance • Jun 30, 2026
Architecture Guide: AI governance workflow
A system-design view for planning production implementation. how teams define ownership, review paths, and measurable risk controls
LL
LLM Engineering • Jun 30, 2026
Common Failure Modes: tool-calling reliability
The mistakes teams should identify before launch. how to validate tool arguments, retries, failures, and side effects
SE
Search Engineering • Jun 30, 2026
Implementation Checklist: search relevance engineering
A practical checklist for building and reviewing the workflow. how lexical, vector, hybrid, and reranked search combine
DE
Developer Tools • Jun 30, 2026
Evaluation Strategy: AI coding workstations
How to measure quality, reliability, and operational readiness. how skills, MCP, review loops, and tests improve software delivery
AI
AI Systems • Jun 29, 2026
Deployment Playbook: multimodal AI products
How to prepare the workflow for CI/CD and production operations. how text, image, audio, and video inputs change product architecture
CI
CI/CD • Jun 29, 2026
Tooling Map: CI/CD for Laravel
A map of useful tools, libraries, and platform decisions. how to build, test, migrate, cache, and deploy Laravel safely
CH
ChatGPT Tips, Research • Jun 29, 2026
ChatGPT Tip: Use ChatGPT To Compare Learning Resources
Choose courses/books/videos based on goals and constraints.
AI
AI Security • Jun 29, 2026
DropTicks Field Notes: MCP connector security
Opinionated engineering notes for practical AI and software delivery. how to connect tools and data sources without overexposing permissions