CH
ChatGPT Tips, Business Writing • Apr 13, 2026
ChatGPT Tip: Ask For A First Draft, Then A Critique
The best result often comes from generating then reviewing.
Articles
AI engineering notes from real workflow work
Practical writing on agentic systems, orchestration, automation design, and the operating patterns behind reliable AI delivery.
EM
Embeddings • Apr 13, 2026
DropTicks Field Notes: embedding model evaluation
Opinionated engineering notes for practical AI and software delivery. how to test embeddings for search, clustering, deduplication, and recommendations
AI
AI Infrastructure • Apr 13, 2026
Scaling Notes: cost-aware AI architecture
How the workflow changes as traffic, users, or data volume grows. how routing, caching, batching, and evals control model spend
TE
Testing • Apr 12, 2026
Architecture Guide: browser automation testing
A system-design view for planning production implementation. how Playwright and Cypress support reliable end-to-end coverage
DA
Data Engineering • Apr 12, 2026
Common Failure Modes: dataset governance
The mistakes teams should identify before launch. how dataset quality, lineage, licensing, and privacy affect AI systems
IN
Infrastructure • Apr 12, 2026
Security Review: infrastructure as code
The security and permission concerns that should be reviewed. how teams manage cloud state, secrets, environments, and reviews
BA
Backend Engineering • Apr 11, 2026
Team Workflow: Laravel admin architecture
How engineering, product, and operations teams should collaborate. how to structure admin CRUD, dashboards, policies, and operational tools
CH
ChatGPT Tips, Productivity • Apr 11, 2026
ChatGPT Tip: Use Tables For Comparison Work
Tables make choices easier when comparing tools, plans, models, vendors, or strategies.
EM
Embeddings • Apr 11, 2026
Scaling Notes: embedding model evaluation
How the workflow changes as traffic, users, or data volume grows. how to test embeddings for search, clustering, deduplication, and recommendations
AI
AI Infrastructure • Apr 11, 2026
Tooling Map: cost-aware AI architecture
A map of useful tools, libraries, and platform decisions. how routing, caching, batching, and evals control model spend
BA
Backend Engineering • Apr 11, 2026
DropTicks Field Notes: API rate limits
Opinionated engineering notes for practical AI and software delivery. how throttling, retries, queues, and budgets prevent overload
DA
Data Engineering • Apr 10, 2026
Implementation Checklist: dataset governance
A practical checklist for building and reviewing the workflow. how dataset quality, lineage, licensing, and privacy affect AI systems