RA
RAG • Mar 07, 2026
Deployment Playbook: RAG source quality
How to prepare the workflow for CI/CD and production operations. how document quality, chunking, metadata, and citations affect answer quality
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 Security • Mar 07, 2026
Security Review: AI safety guardrails
The security and permission concerns that should be reviewed. how validation, policies, refusals, and human approval reduce risk
SO
Software Engineering • Mar 06, 2026
Team Workflow: software architecture reviews
How engineering, product, and operations teams should collaborate. how to evaluate coupling, boundaries, state, and failure modes
LO
Local AI • Mar 06, 2026
Scaling Notes: local LLM prototyping
How the workflow changes as traffic, users, or data volume grows. how local models support demos, privacy-sensitive tests, and offline workflows
DE
DevOps • Mar 06, 2026
Architecture Guide: GitOps deployments
A system-design view for planning production implementation. how declarative deployments reduce drift and improve reviewability
AI
AI Integrations • Mar 06, 2026
MCP Is Becoming the Connector Layer for AI Workstations
Why Model Context Protocol matters for connecting AI agents to databases, files, SaaS tools, and company workflows.
FR
Frontend Engineering • Mar 05, 2026
Common Failure Modes: frontend performance budgets
The mistakes teams should identify before launch. how to keep interactive AI pages fast, accessible, and stable
RA
RAG • Mar 05, 2026
Security Review: RAG source quality
The security and permission concerns that should be reviewed. how document quality, chunking, metadata, and citations affect answer quality
AI
AI Security • Mar 05, 2026
Evaluation Strategy: AI safety guardrails
How to measure quality, reliability, and operational readiness. how validation, policies, refusals, and human approval reduce risk
SO
Software Engineering • Mar 05, 2026
Deployment Playbook: software architecture reviews
How to prepare the workflow for CI/CD and production operations. how to evaluate coupling, boundaries, state, and failure modes
LO
Local AI • Mar 04, 2026
Tooling Map: local LLM prototyping
A map of useful tools, libraries, and platform decisions. how local models support demos, privacy-sensitive tests, and offline workflows
DE
DevOps and CI/CD • Mar 04, 2026
DropTicks Field Notes: AI-aware deployment pipelines
Opinionated engineering notes for practical AI and software delivery. how deployment pipelines should handle prompts, evals, migrations, secrets, caches, queues, and scheduled AI jobs together