Which backend agents actually handle well
Nest, Laravel, Django, ASP.NET Core, and Spring Boot compared for coding agents. Not AI SDKs. Golden paths, types, CLI, magic, and what public benches actually measure.
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Better Results
Notes on the technology decisions behind the systems we build.
A software factory is how we keep agentic work shippable
Coding agents are fast hands. A software factory is the floor under them: a ruleset, a map, a broker, and a human who still reads the diff.
Stop making the agent rediscover the repo
Coding agents re-explore the codebase on every task. Graft is a local markdown graph of what the system does. Here is what we would steal from it, and what we would not commit.
Architecting agent tool access without handing over the keys
An agent that can call your tools is a new principal. Give it scoped access, a short-lived credential, and an audit trail. Do not paste the production key into the prompt.
Rulesets for agentic workflow before the AI writes the frontend
AI coding stays consistent across sessions only if the repo already encodes your frontend rules, architecture, imports, forms, and empty states.