NeonShade Labs

What it does

NeonShade Labs specializes in local AI models for security research, building defensible, offline-first intelligence tools for the modern threat landscape.

AI Research & Defense. Building local, offline-first AI models for security research and threat intelligence. NeonShade Labs operates at the intersection of artificial intelligence and cybersecurity. We develop and deploy local AI models that empower security researchers to analyze threats, find issues in security layers, and detect anomalies — all without sending data to the cloud. Our mission is to make advanced AI tools accessible, private, and fully controllable by the people who need them most. Purpose-built AI systems for the security research lifecycle. AI-powered analysis of malware samples, exploit chains, and attack patterns with detailed breakdowns and mitigation strategies. Run…from neonshade.ai

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  Neon Innovation LabFeb 2026 · neoninnovationlab.com · ▲4

  Building practical AI tools for developers & modern teams

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  Timekeepur LabsMar 2026 · labs.timekeepur.com · ▲76

  Agentic R&D factory to test pivots and benchmark strategy

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  We post-trained a model that pen tests instead of refusingJun 2026 · argusred.com · ▲93

  Anthropic and OpenAI's publicly available models are explicitly guard-railed so that they refuse offensive tasks. And their cyber-focussed models are gated for enterprises. This leaves SMEs and mid market open to major vulnerabilities. AI can be used as both an adversarial and defensive tool in the world of cyber. A worst case outcome is if only the adversaries have access. Meanwhile, most existing AI cyber tools are just wrappers. The problem is that they still have all the guardrails on from the foundation model where they will inherit its refusals. For this project we've post-trained a…

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  AI Community ManagerFeb 2026 · neonagent.ai · ▲82

  A humanlike agent that knows who, what and when to respond

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  GhostForgeOct 2025 · jaydenfire66.gumroad.com · ▲80

  Build and deploy local AI agents offline

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  Neurcode AI2025 · ▲80

  Secure AI Dev tools that makes developers 5x faster

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  Spira Maxima▲578

  Video model that turns script into viral social media videos

  AI · 17d ago · spira.ai

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  Rill Browser▲540

  The browser where Claude Code and Codex work beside you

  AI · 17d ago · rill.love

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  Germany's new sovereign AI model Kolibri▲424

  Kolibri is Aleph Alpha

  AI · 19d ago · tej.as

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  Giving Opus 5.5 a simulated paint canvas▲392

  Paintings by AI models: programs run through a simulation of oil paint.

  AI · 20d ago · stillwet.art

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  PixVerse R2▲381

  A real-time world model you can explore and change

  AI · 29d ago · world.pixverse.video

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  Hemory▲381

  Keep listening. Searchable memory for your AI agents.

  AI · 30d ago · hemory.com

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  Brew ▲900

  Like Claude design for email marketing

  AI · May 2026 · brew.new

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  Kilo Code for VS Code▲896

  Parallel agents, diff reviewer, and multi-model comparisons

  Dev tools · May 2026 · kilo.ai

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  StoreClaw▲806

  Grow your store profits with agents that know how to sell

  AI · May 2026 · storeclaw.ai

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  PollyReach▲795

  Give your agent a real number and voice to make calls.

  AI · May 2026 · pollyreach.ai

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  Needle: We Distilled Gemini Tool Calling into a 26M Model▲776

  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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  Files.md – Open-source alternative to Obsidian▲730

  🌱 Private, quiet space for thinking. Simple app for .md files. - zakirullin/files.md

  Dev tools · May 2026 · github.com