GGetPochiingetpochi.hashnode.dev·Mar 15 · 9 min readTurning a Node.js Migration into a Reusable SkillLibrary migrations are a common part of engineering work. You might be upgrading a framework, moving to a new SDK, or standardizing a runtime. These changes are often mechanical, but they span multiple files and configurations. With the right model, ...00
GGetPochiingetpochi.hashnode.dev·Mar 4 · 10 min readFive Practical Tips to Save Token Consumption with PochiThe usual experience with coding agents is predictable - they start out sharp, then slowly become confused, verbose, and expensive. Instructions keep piling up, tools accumulate, and failed attempts l00
GGetPochiingetpochi.hashnode.dev·Feb 24 · 15 min readA safe way to let coding agents interact with your database (without prod write access) We previously examined common approaches teams use to protect production databases (i.e. command allowlists, SQL filters, and manual approval workflows) and why they fail in the presence of autonomous00
GGetPochiingetpochi.hashnode.dev·Feb 22 · 8 min readHow to Give Coding Agents Access to SSH and Databases (Without Breaking Production)As AI agents become more capable, teams are trying to limit the damage they can do when given access to SSH or production databases. Common approaches include: Command allowlists: allow ls, cat, grep00
GGetPochiingetpochi.hashnode.dev·Jan 9 · 4 min readWe’ve been shipping "slop" for 20 years. We just used to call it an MVP.A lot of people have started using the word “slop” as shorthand for AI-generated code. Their stance is that AI is flooding the industry with low-quality software, and we’re all going to pay for it later in outages, regressions, and technical debt. Th...00
