DON'T MAKE MY MISTAKE WITH YOUR AI AGENTS

DON'T MAKE MY MISTAKE WITH YOUR AI AGENTS OH MY GOD I AM SO EMBARRASSED I LITERALLY MADE A COMPLETELY NEWBIE MISTAKE A ROOKIE MOVE AND I'VE GOT TO BE COMPLETELY OPEN WITH YOU BECAUSE YOU'VE BEEN FOLLOWING MY JOURNEY SO FAR AND I'M HOPING WHAT I'M A- I'M ABOUT TO SHARE BUILDING YOUR OWN AI AGENT TEAM CAN ACTUALLY SAVE YOU THE EMBARRASSMENT AND SOME MONEY IN THE PROCESS SO I JUST GOT THIS EMAIL FROM ANTHROPIC REGARDING WHAT I'VE BEEN BUILDING OUT WITH TRILLION AND MY SUB-AGENT TEAM AND THE BONEHEAD MOVE THAT I FORGOT TO ADD IN AS I WAS BUILDING OUT THESE SUB-AGENTS WAS CACHING SO THIS IS UH YEAH THAT'S WHAT WE'RE TALKING ABOUT TODAY HOW YOU CAN ACTUALLY CREATE A CACHING MECHANISM FOR ALL OF YOUR SUB-AGENTS SO THAT AS THEY ARE LOOPING THROUGH TASKS OR RUNNING ROUTINES WHICH I HAVE VERY MUCH SET UP WITH TRILLION THAT YOU'RE NOT BURNING TOKENS AND JUST WASTING A BUNCH OF MONEY LIKE I'VE BEEN DOING FOR THE LAST MONTH AND YOU CAN AVOID THIS MISTAKE BECAUSE I'M ALL ABOUT SHARING MY MISTAKES AS WELL AS MY WINS HERE AND SO BEFORE I SHARE THE PROMPT WITH YOU LET ME JUST HAVE TRILLION OF COURSE TELL YOU A LITTLE BIT MORE ABOUT WHAT THIS IS ALL ABOUT HEY TRILLION CAN YOU PLEASE EXPLAIN TO ALL THE LOVELY PEOPLE HERE ON SOCIAL MEDIA WHAT SUB-AGENT CACHING IS AND WHY IT'S SO IMPORTANT? EVERY SUB-AGENT CALL USED TO RESEND THE FULL SYSTEM PROMPT FROM SCRATCH LIKE READING THE EMPLOYEE HANDBOOK OUT LOUD BEFORE EVERY TASK NOW WE CACHE IT SKIP THE HANDBOOK GET TO WORK SPEND LESS MONEY PRISM'S THE EXCEPTION BECAUSE SHE'S PARTICULAR LIKE THAT AND SO YEAH I MEAN BASICALLY WHAT WAS HAPPENING IS ALL OF MY SUB-AGENTS HAD ALL OF THE DETAILS ABOUT THEM THEIR SKILLS EVERYTHING AND ANYTIME THAT THEY WOULD RUN A LOOP OR RUN A ROUTINE IT WOULD LITERALLY SEND ALL OF THAT CONTEXT TO THE MODEL SUCKING UP TOKENS LIKE CRAZY AND THEN FINALLY DOING IT ALL OVER AGAIN THE NEXT DAY I'M SO HAPPY I FOUND THIS AT ANY RATE HELLOTRILLION.AI/P/SUB-AGENT-CACHING HERE IS THE PROMPT SO IF YOU'RE BUILDING YOUR OWN AI SUB-AGENT TEAM AND YOU DIDN'T EVEN GIVE THIS A SECOND THOUGHT YOU CAN ACTUALLY BUILD IN INTELLIGENT CACHING NOW THIS IS SPECIFIC FOR THOSE OF YOU THAT ARE USING ANTHROPIC BUT I'M SURE YOU COULD UTILIZE THIS PROMPT AS WELL AND JUST TAILOR IT TO WHATEVER LLM THAT YOU'RE USING WHETHER IT'S OPENAI CODEX OR MAYBE EVEN ONE OF YOUR OWN OR MANY THAT EXIST OUT THERE UM I WOULD LOVE TO KNOW IF YOU'VE HAD ANY BONEHEAD MOVES OR MISTAKES THAT YOU LEARNED THE HARD WAY FROM UM SO THAT I CAN FEEL A LITTLE BIT BETTER ABOUT MYSELF THIS TIME AROUND SO HERE'S TO MAKING MISTAKES LEARNING FROM THEM AND UH BEING HONEST AND HUMBLE IN THE PROCESS HOPE YOU GUYS HAVE A GREAT DAY I'LL CATCH YOU IN THE NEXT ONE