CARM'INK Journalhttps://carmink.com/journalOriginal technical thinking and engineering interpretation from CARM'INK.enTue, 22 Sep 2026 00:00:00 GMTWhy AI Agents Should Not Approve Their Own Workhttps://carmink.com/journal/why-ai-agents-should-not-approve-their-own-workhttps://carmink.com/journal/why-ai-agents-should-not-approve-their-own-workWhy consequential AI actions need independent authorization, meaningful oversight, and clear limits on agent autonomy.Tue, 22 Sep 2026 00:00:00 GMTContext Engineering Starts Before the Prompthttps://carmink.com/journal/context-engineering-starts-before-the-prompthttps://carmink.com/journal/context-engineering-starts-before-the-promptContext engineering starts before prompt writing: structure knowledge, resolve evidence, and select the context that inference can use.Tue, 15 Sep 2026 00:00:00 GMTWhy Better Inference Is Not Always More Inferencehttps://carmink.com/journal/better-inference-not-more-inferencehttps://carmink.com/journal/better-inference-not-more-inferenceA practical framework for allocating inference across retrieval, deterministic tools, verification, model reasoning, and escalation—according to uncertainty, consequence, latency, and cost.Tue, 08 Sep 2026 00:00:00 GMT