Posts tagged with #agents
Hydra Article 8: Production Resilience — Making the Mesh Fail Loudly, Not Silently
A multi-agent system managing real money cannot fail silently. This article hardens every Hydra node with structured logging, typed error propagation, and tenacity retry — then solves six non-obvious ClickHouse configuration issues that prevent LangFuse 3.x from starting on macOS Docker Desktop.
Read moreSOAR Capabilities: When AI Agents Defend Themselves — and the Case for Hydra
Legacy SOAR is dead. Agentic AI SOC platforms — where LLM-driven agents reason through security scenarios dynamically — are the replacement. In DeFi, where $1.7B was lost to exploits in 2025, autonomous security agents are not optional. This is the final article in our series: we add the Guardian to Hydra and present the full open-source architecture.
Read moreCompounding Agent Swarms: Multi-Agent Architectures That Scale Without Breaking the Bank
68% of new DeFi protocols in Q1 2026 include at least one autonomous AI agent. The protocol stack (MCP + A2A) is standardized. Multi-agent systems cost 4.8x more than single agents. Here is how to build a compounding swarm that gets smarter over time — and how OpenRouter + LangGraph model routing prevents that cost multiplier from bankrupting you.
Read moreNew Industries AI Is Creating (Beyond “AI Native” Apps)
AI isn’t just improving old industries—it’s spawning new ones. From agent infrastructure to AI-native roles and trust layers.
Read more