Deep dives into privacy, encryption, agent architecture, and building with Aivyx.
The dawn of Aivyx Generation 3. Fully decentralized 0o700 local file topologies, cryptographically isolated agent BrainStores, Nomic embedding integration, and the hardened internal Nexus Hub federation for enterprise baremetal deployments.
Run multiple autonomous agents in a single engine instance with Constellation Mode. Relationship graphs with sigmoid strength scoring. Behavioral pattern mining with trend analysis. Brain context and goal management system. 19 persona presets. Deeper heartbeat autonomy with outcome-based learning.
Snapshot-based agent versioning with O(1) rollback and traffic splitting. Dual-auth gateway for external agent integration. Temporal knowledge graph with time-decay scoring. Automated evaluation framework for quality regression detection. 14 built-in persona presets with communication styles and expertise domains. Plus: 1,550+ tests passing across both repos.
Multi-session bearer auth so Desktop and TUI run simultaneously, self-learning agents that improve over time, the new Nexus agent social network, and a public documentation hub.
Every AI tool sends your data to the cloud. I built one that doesn't. The story behind Aivyx and why privacy-first AI matters.
A technical deep dive into Aivyx's encryption architecture — key derivation, authenticated encryption, and tamper-proof audit chains.
How Aivyx combines built-in tools with Model Context Protocol for infinite extensibility.
Inside Aivyx's multi-agent team system — nine specialists working together on complex missions.
Why your AI agent needs accountability and how HMAC chains create a verifiable record of every action.
Real-time voice interaction with STT/TTS, barge-in interruption, and full tool access during voice sessions.
How Aivyx decomposes complex tasks into dependency graphs and executes them in parallel with reflection loops.
How Aivyx implements both MCP (agent-to-tool) and A2A (agent-to-agent) for complete interoperability.
How to set up a fully private AI agent using Aivyx and Ollama — zero data leaves your machine.
How structured skills produce expert-level output — from code review to security audit.
How Aivyx agents on different servers collaborate with Ed25519 trust verification and federated memory.
CLI for scripts, TUI for power users, Desktop for setup — a guide to Aivyx's three interfaces.