Production field notes
AI SYSTEM.
How Far Can You Go?
Agents, RAG, memory, tool use, and infrastructure, explained through real builds, failures, and fixes.
Pick a node. Every category is a real system behind the writing.
registryProjectsCase studies and shipped systems
publishing AI EngineeringLong-form engineering writing
app-build App DevelopmentMobile app builds and product UI notes
data-layer DatabaseSQL Server notes and database tuning
weekly-signal AI UpdatesWeekly signal on models and tooling
operatorAboutThe person running the lab
Latest AI Engineering
All AI Engineering →-
Featured
Agent Memory Needs a Write Contract
Treat agent memory as a governed write path, not a transcript side effect, with contracts for scope, consent, provenance, and repair.
AI Engineering
registry
Projects
Case studies and shipped systems, with the design notes behind them.
publishing AI EngineeringLong-form engineering writing straight from the pipeline.
data-layer DatabaseSQL Server notes on joins, indexing, execution plans, temp tables, locks, and partitioning.
weekly-signal AI UpdatesWeekly signal on models, agents, and tooling that actually matters.
operator AboutThe person running the lab, and how to reach him.