
Aqua TIP — Threat Intel Platform
Know Your Threats Before They Strike
What it does
Aqua Tip is a real-time threat intelligence platform designed to help teams detect and respond to cyber threats before they strike. Unlike traditional security tools that rely on delayed reports, Aqua Tip delivers instant, actionable intelligence by aggregating data from global threat feeds, dark web sources, and enrichment engines into a single unified risk view.
Does the same job
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- OSOpen-Source Real-Time Water Quality Monitoring with AI Features2024 · aquaware.cloud · ▲8
Hey HN! I'm excited to introduce Aquaware, a platform designed for real-time monitoring and AI-driven insights on water quality. Aquaware started as a Bachelor’s project and has evolved into a larger tool aimed at simplifying water monitoring and providing vital data for a variety of environments, from personal aquariums to public bodies of water.
More life & fun this month
the category →- TL
Life & fun · 10d ago · louisabraham.github.io



Photosynthesis fires two of your iPhone
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Your multimedia mentor that takes you from mid to great
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Launched alongside, May 2026
the whole month →

Parallel agents, diff reviewer, and multi-model comparisons
Dev tools · May 2026 · kilo.ai


- 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
- FM
Dev tools · May 2026 · github.com