I use open source to help people evolve, I take pleasure in seeing people evolve

Most 'AI agents' don't need AI in the loop


The agent framework category is selling reasoning where you need execution. Anthropic, OpenAI, and the original ReAct paper already said so.
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Mediocrity Is a Choice


Career planning is the polite way to outsource your own evolution. Mid-level is not a position, it is a pause that became permanent. AI made the pause expensive.
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Vanity Metrics in Engineering, From Lines of Code to AI-Generated Percentages


Why '% AI-generated' is the new lines-of-code-per-day, and why DORA already solved this in 2014.
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PM builder doesn't speed up engineering. It kills bad prioritization


The PM builder isn't invading engineering. It's killing the prioritization ritual that was always theater - and the gate that separates it from vibe coding in production.
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