TrafficShield AI
Dynamic Encryption: Keys as Fluid as the Data They Protect
What it does
Replace static, vulnerable keys with live, ephemeral entropy. TrafficShield AI turns real-world signals into millisecond-lived cryptographic material. Quantum-ready, Zero-Trust, and API-first security for the modern enterprise.
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Real-time crypto & stock signals for AI agents —x402 powered
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Built StopX after struggling with the limitations of traditional blocklist-based filters. Most existing solutions rely on static URL databases that are constantly outdated and easily bypassed. Our approach uses proprietary WebShield™ technology that combines: Real-time AI image recognition for visual content analysis Contextual URL pattern matching beyond simple domain blocking Cross-device synchronization with encrypted settings sync Military-grade bypass protection with stealth mode operation The interesting technical challenge was achieving 99.7% accuracy while maintaining sub-100ms…
WebShield.AIJun 2026 · chromewebstore.google.com · ▲2AI-powered phishing detection for safer browsing
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- NW
Hey HN, Henry here from Cactus. We open-sourced Needle, a 26M parameter function-calling (tool use) model. It runs at 6000 tok/s prefill and 1200 tok/s decode on consumer devices. We were always frustrated by the little effort made towards building agentic models that run on budget phones, so we conducted investigations that led to an observation: agentic experiences are built upon tool calling, and massive models are overkill for it. Tool calling is fundamentally retrieval-and-assembly (match query to tool name, extract argument values, emit JSON), not reasoning. Cross-attention…
Life & fun · May 2026 · github.com
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Dev tools · May 2026 · github.com