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AIe2e: end-to-end tests where you decide how much AI goes in
· 6 min readNotes on e2e, by TesterArmy: a testing framework for web and mobile that mixes agent steps, model-judged assertions and deterministic locators in the same test, and replays what it already verified without calling the model again.
#testing#ai-coding#artificial-intelligence#best-practices#crafting
AIJev: when the model's consumer is code
· 4 min readNotes on Latent Space's interview with Diogo Almeida (TypeSafe AI): a model designed as a software dependency, with robustness instead of determinism, typed primitives and problems broken down into small, measurable decisions.
#ai-coding#artificial-intelligence#best-practices#crafting
AIThe AI-native SDLC, distilled
· 6 min readNotes on Anthropic's playbook: code is no longer the bottleneck, the lifecycle turns from a line into a loop, and what to do in each of its six stages.
#ai-coding#sdlc#claude-code#artificial-intelligence#best-practices#crafting
AIThe asteroid hitting frontend web development (and why "agent experience" is the new DX)
· 1 min readNotes on Nolan Lawson's post: why agent experience is replacing developer experience, why frontend gets hit first, and where real expertise goes next.
#ai-coding#agent-experience#frontend#web-development#artificial-intelligence#crafting
AIWhy software factories fail
· 5 min readNotes on Dex's essay (HumanLayer): why the lights-off factory doesn't hold up, which structural constraint breaks it, and what to do instead.
#software-factory#ai-coding#code-quality#artificial-intelligence#best-practices#crafting