Category: Tools & Resources

  • PROMPT CHALLENGE: TO THE TOP TIERED!

    PROMPT CHALLENGE: TO THE TOP TIERED!

    Not for the faint of heart / Refactoring Engineers Prompt Audit Prime Challenges: Learn your place I posted this on reddit and a few discord channels and only 2x people managed to score A and above… out of 24,000 views.  This piece of shit system prompt below has been my arch nemesis for nearly 2…

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  • Agent Skill Quicksave: The AI Memory fix

    Agent Skill Quicksave: The AI Memory fix

    An enterprise-grade context extension for LLM’s Quicksave (formerly “Context Extension Protocol”) v9.1 is now live. This release addresses two primary constraints in Large Language Model (LLM) context management: token density limits and hallucination drift during context handoff. Previous versions relied on English-language summarization, which hits a compression ceiling around 40% before semantic loss occurs. Version…

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  • FastMCP 3.0 — Cuz we are efficiency junkies

    FastMCP 3.0 — Cuz we are efficiency junkies

    It’s hilarious when you actually think “when was the last time you didn’t optimize?”. Last time you just sat there like “nah” just let prefer the long way. If you’ve been knee-deep in clients and agents like me. FastMCP (just dropped its 3.0 release, it’s got me overwhelmed. Kind of like Composio. Gone are the…

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