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AI · July 20, 2026

Memora-Swarm

The TLS for autonomous agent state.

Memora-Swarm launched on July 20, 2026 with 9 votes, #1,899 of 24,623 launches that month and more than 90% of that year's launches.

What it does

The AI giants run agent swarms on last-write-wins databases like Redis. Result? Silent state forks and swarm-wide memory poisoning (OWASP ASI06). You can't patch this with middleware. Memora replaces fragile DBs with a 3-layer mathematical engine: L1 CRDTs guarantee fork-free convergence. L3 ACFA uses Q16.16 fixed-point math to auto-ban equivocators without a central coordinator. L2 Epistemic logic detects when agents agree on a lie and forces human escalation.

Memora is a Byzantine-fault-tolerant state layer for large-scale federated learning and edge/defence swarms. Fixed-point Q16.16 aggregation replaces non-deterministic IEEE-754 reduction, so heterogeneous nodes — ARM, x86, GPU — stay byte-identical even under partition, jamming, or adversarial poisoning. ACFA multi-Krum + G-Set conviction makes numeric consensus Byzantine-robust; every write is sig

A Byzantine-fault-tolerant state layer for large-scale federated learning and edge/defence swarms. Fixed-point Strong Eventual Consistency replaces non-deterministic IEEE-754 aggregation, so heterogeneous nodes — ARM, x86, GPU — never silently diverge , even under partition, jamming, or adversarial poisoning. Architected for 50k+ nodes ; bit-exact by construction. 50,000 free sandbox tokens to live-test your nodes · exact Q16.16 integer math · ARM and x86 resolve to the identical bytes · large aggregate state offloads to R2 or shards across rooms Aggregate float tensors across heterogeneous hardware and the result silently forks. IEEE-754 reduction order is not deterministic across…from memora.optitransfer.ch

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