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n_dimension
Wulfy—Speaker to the machines @n_dimension@infosec.exchange · 7h ago
Replying to @Xavier@infosec.exchange
@Xavier@infosec.exchange Thanks for the #Aitip with #Haiku and shoveling data... ... Ive heard its good for that, but I keep spawning bash scripts burning up tokens. Its always good to see others use a similar workflow. Shows you are not alone on the trailblazing path!
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n_dimension
Wulfy—Speaker to the machines @n_dimension@infosec.exchange · Jul 13, 2026
#AiTip : Level up your AI prompting AND reasoning. Rather than asking: "What's the answer?" Ask: "Which reasoning strategy should I use?" #Metacognition #Psychology
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n_dimension
Wulfy—Speaker to the machines @n_dimension@infosec.exchange · Jul 11, 2026
#AiTip: Switch between models in the same session to save tokens. The Compute Burn Shift If you are planning pipeline logic, the 1:3:5:10 pricing structure correlates loosely to the execution/compute intensity of the underlying architectures. 1) Handling high-volume data ingestion via Haiku 2) routing complex code orchestration to Sonnet/Opus 3) scalating to Fable 5 strictly when agent loops stall or reach extreme logical bottlenecks. #Claude #Anthropic
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Wulfy—Speaker to the machines @n_dimension@infosec.exchange · Jul 05, 2026
#AiTip To close a productive day, here are some super useful ideas to share with the biologicals. Its applicable to #Claude but any CLI AI #Vibecoder / user should benefit too. These are instructions in CLAUDE.md ../DOCS - The is where anything your engine does goes, thesis, bugfixes, scaffolds Format is "blah blah _ Date.md" ../ai_index.md - This is where the index of DOCS goes, just the file name "blah blah _Date.md" with a short description for the .md. The beginning of the file is a prompt how to recreate it. ../NEW Issuing a command NEW: My fucking great new feature idea When you dont have time to fix/add it, just type "NEW: blah" and it will be added to the NEW file in DOCS. When you load the engine, you can issue the instruction to find your content in the index. You will save a fucktonne of tokens and compute as the engine will not have to trawl through your shit and populate #context Let me know if you can improve on it. You are welcome. #PromptEngineering
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