Noisy(@noisyb0y1):Oxford watched 1000 AI agents for 180 days - and found the one that works 10x better Anthropic spent $3M to confirm this - and leaked the full guide that will replace your 9 to 5 Trigger → Plan → Execute → Verify → Memory → Adapt agents with loops are 3.7x more reliable and reach expert level after 90 iterations one file in Claude Code - and the agent runs like a system that costs $3M save and launch today - or tomorrow the alarm goes off at 8am again

2026.07.18 20:04

Oxford watched 1000 AI agents for 180 days - and found the one that works 10x better Anthropic spent $3M to confirm this - and leaked the full guide that will replace your 9 to 5 Trigger → Plan → Execute → Verify → Memory → Adapt agents with loops are 3.7x more reliable and reach expert level after 90 iterations one file in Claude Code - and the agent runs like a system that costs $3M save and launch today - or tomorrow the alarm goes off at 8am again