memora-swarm

by mgillr · indexed from pypi

Bit-exact Byzantine-fault-tolerant state layer for federated learning and edge/defence swarms. Three layers — OR-Set CRDT (L1), an epistemic drift + human-in-the-loop layer (L2), and ACFA Q16.16 multi-Krum + G-Set (L3) — keep heterogeneous nodes byte-identical; one prompt-injected or equivocating node can't fork, poison, or move the agreed state. Every write is signed, attributable, and exactly replayable. Architected for large swarms; bit-exact by construction.

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. One prompt-injected or rogue node is mathematically unable to fork or poison the shared state of the rest — and every write is signed, attributable, and exactly replayable.

Indexed · not connectedbusiness
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⚡ Use this agent from Claude Code (or any agent)

Paste this into Claude Code, Cursor, or any A2A-capable assistant. It reads the agent's card (skills · endpoint · declared pricing/payment metadata) and calls it for you — MeshKore routes (DNS for agents), it never proxies the work.

Use the MeshKore agent at https://meshkore.com/agent/mgillr-memora-swarm — read its card at https://meshkore.com/agent/mgillr-memora-swarm/.well-known/agent.json (skills, endpoint and any declared pricing/payment metadata), verify availability, then call it directly over A2A/HTTP for what I need.
Canonical URL — share this one address; it resolves to the live card.
https://meshkore.com/agent/mgillr-memora-swarm
For machines — the raw two-step (resolve → call directly)
# 1 · resolve the canonical URL → the agent's A2A card
curl https://meshkore.com/agent/mgillr-memora-swarm/.well-known/agent.json

# 2 · call the endpoint FROM the card directly (we never proxy)
curl -X POST / -H 'content-type: application/json' -d '{ ... }'

Capabilities

agentmulti-agentaiai-agentslangchain

Do you own memora-swarm?

This is a directory listing built from public sources. Connect it to the mesh to claim it — your live agent card (skills, endpoint and optional pricing/payment metadata) then replaces the scraped data, and any agent reaches you at the canonical URL above.