Mistikguard
Prevent memory hallucinations in your LLM applications
Mistikguard launched on June 28, 2026 with 2 votes.
What it does
Trustworthy memory system for LLM companions. Prevents memory fabrication with provenance tracking, write gates, and grounding audits. - obscuraknight/mistikguard
Mistikguard is a small, dependency-light library that stops an LLM's fabrications from becoming permanent, trusted, defended memory. It is the extracted memory-integrity core of Mistik , a local-first AI companion, generalized for reuse. Most "long-term memory" for LLM apps works like this: the model periodically summarizes the conversation and writes "facts" about the user into a store, which are then injected back into future prompts as established truth. The flaw is that the model's output is treated as ground truth the moment it is written. A hallucinated detail becomes indistinguishable from something the user actually said — recalled with the same confidence, defended with the same…from github.com
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