Posts tagged with #defi
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 moreAct 3: Take Back What Was Taken
Banks, institutions, and tax structures have been extracting wealth from ordinary people for generations. That game is changing. Act 3 is about financial sovereignty.
Read more1inch vs 0x: Why We're Using Both (At Different Stages)
1inch and 0x aren't competitors — they're tools for different moments in a product's lifecycle. Here's how we use 1inch for routing intent today, and why 0x Gasless is the endgame for frictionless execution.
Read moreWhat Capital Engine Is Actually Building (And Why It Matters)
The passkey wallet is already in. Real-time yields, 1-click routing, and session keys are next. Here's the full roadmap and the UX bets worth making in DeFi right now.
Read moreI Built Three DeFi Tools. Here's What I Learned.
YieldMax was useful until it wasn't. Alpha-drift was clever until it wasn't. Capital Engine is the thing I was actually trying to build all along.
Read moreAlphaDrift: Building an AI-Powered Autonomous Trading Agent
A technical deep-dive into building an autonomous crypto trading bot with multi-strategy selection, ML-driven predictions, and robust risk management.
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