Context-first

Long AI conversations fail in predictable ways. Context-First fixes all four: Failure Mode What Goes Wrong Context-First Solution Context Drift AI forgets earlier decisions and intent as the conversation grows context_loop + detect_drift continuously re-anchor every turn Silent Contradiction New inputs silently overrule established facts — the AI doesn't notice detect_conflicts compares every inp

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// key findings

✅

No credential exfiltration, no sensitive file access, no obfuscation

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commit: 2732b902ae1170b37649055dd9002be6dd96c0ff

code hash: 370d96dd2554e22ff6e9e7579a5b86580c497e4722ba9710b31fc44c8969ee1d

verified: 6/17/2026, 12:00:34 PM

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