A 3-bit local model builds a Minecraft clone: Rameness from 0% to 100%
A 3-bit Qwen3.8-Flash-Next on one local GPU built a browser Minecraft clone that passed all 14 behaviour checks. Two weeks earlier, Rameness scored 0%.
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Notes on building software, leading teams, and exploring ideas.
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From a Web Page to a Personal Universe
How ssajnani.github.io grew from a small 2016 HTML page into a Three.js constellation with live projects, playable previews, music, and its own publishing system.
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Engineering, systems, and the work around them.
This is where I document how things are built, the decisions behind them, and what changes after they meet the real world. New articles also become planets in the Blog constellation.
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Choosing a decision model for an agent harness: Clef vs Kev, Laya and Open-Jev
Clef-Flash made the best decisions of four open models tested for the Rameness agent harness, while Kev-4B was the strongest CPU option.
Read →Turning an agent's repeated work into SOPs
A tested SOP made repeated work 44% faster and used 48% fewer task tokens, but learning after every run consumed those savings over eight tasks.
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