a viral post describing a "$300-500/month strategy factory" built from kimi k3 swarm, grok bot, gpt-6 astra, and telegram has already been directly fact-checked, and the checker found the claimed validation results don't match what's actually in the code. what's real: kimi k3 swarm max genuinely exists, 2.8t parameters, up to 300 parallel sub-agents. gpt-6 astra's pricing is real, $10 input per million tokens. the general architecture pattern, a cheap model monitoring many sources in parallel while an expensive model reasons over flagged signals, is a legitimate, sound design. what isn't verified: the specific backtested performance thresholds attached to this exact viral version, sharpe above 1.5, drawdown under 15%, win rate above 55%. an independent review flagged a mismatch between the claim and the actual code. the "leaked, bigger balls" framing is manufactured urgency, not evidence of anything. build the architecture if it's genuinely useful to you. don't trust the specific validated results without checking the code yourself. https://x.com/MAXdeg0/status/2097326887219405118/video/1(CyrilXBT)