AI Agents & Automation
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SuperMind ships 13 AI agents to run your company end-to-end
Co-founder Aryan Bains says he built SuperMind because he was sick of being the last approval in every chain at his own startup. So he built a system that handles the chains for him — and pings him only when something actually needs a tap. Not a chatbot, an operating system SuperMind drops 13 specialist… Continue reading
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Marx Finance pits LLM agents against each other to argue trades
Most “AI for investing” tools hand you one answer. Marx Finance hands you a fight. The product just launched on Product Hunt. It’s an agent app where multiple LLMs take opposite sides of a trade and argue it out — bull vs bear, fundamentals analyst vs technicals analyst — until a thesis survives the cross-examination.… Continue reading
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Montage wants your AI agent to stop writing HTML
If you ship production agents, you already know the bill: asking Claude or GPT to spit out a settings panel in raw JSX wastes thousands of tokens per call and is painfully slow. Montage skips that whole layer. What it actually is Montage is a generative UI runtime for agents. Your agent makes a tool… Continue reading
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NovaVoice scored 1 on Product Hunt by treating voice as an operating system
Most voice tools stop at dictation. You talk, they type. NovaVoice goes further — it lets you read emails, reply to them, create tasks, and schedule meetings, all without touching your keyboard. Not Just Dictation NovaVoice calls itself a “Voice OS,” and the label actually makes sense. It integrates with 10+ apps including Gmail, Google… Continue reading
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MemPalace scores 96.6% on LongMemEval — Milla Jovovich’s open-source AI memory beats paid rivals
An actress from Resident Evil building an AI tool sounds like a PR stunt. It’s not. Milla Jovovich and engineer Ben Sigman built MemPalace after months of frustration with AI forgetting everything between sessions. The core philosophy: don’t let the AI decide what’s worth remembering. Store everything, make it searchable. How It Works Conversations get… Continue reading
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Addy Osmani open-sources Agent Skills — 19 workflows that make AI agents code like Google engineers
Addy Osmani needs no introduction. The Google Chrome engineering lead behind Lighthouse and countless web performance tools just dropped a different kind of project. Agent Skills encodes Google-grade engineering discipline into 19 Markdown workflows that any AI coding agent can follow. What It Actually Does Most AI agents write code that works. Agent Skills makes… Continue reading
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Shannon scores 96% on XBOW — most security scanners top out at 30%
Most security tools find problems. Shannon exploits them. That’s not marketing — it’s the architecture. Keygraph’s Shannon is a white-box AI pentester that reads your source code, maps every attack vector, then fires real payloads against your running app. SQL injection, XSS, SSRF, auth bypass — if it can’t actually break in, it doesn’t report… Continue reading
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Shannon (Keygraph) scores 96% on XBOW — the AI pentester that actually hacks your app
Most security scanners find problems. Shannon exploits them. That’s the core difference. Keygraph’s Shannon doesn’t just flag a potential SQL injection and hand you a report full of maybes. It reads your source code, maps the attack surface, then fires real payloads — injection attacks, auth bypass, SSRF, XSS — against your running application. If… Continue reading
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740 Jobs Evaluated, 100 Custom Resumes, 1 Hired — Inside Career-Ops
Santiago Fernández de Valderrama was job hunting. Instead of opening another spreadsheet, he turned Claude Code into a full-blown job search command center. The result: Career-Ops, now sitting at 8.1K GitHub stars and climbing. He used it to evaluate 740+ job offers, generate 100+ tailored resumes, and land a Head of Applied AI role. The… Continue reading
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DeepTutor hit 11K GitHub stars — HKU built what Google NotebookLM should have been
Upload a textbook. Get a personal AI tutor that actually understands the material, generates quizzes, builds knowledge graphs, and reasons through problems step by step — with citations pointing back to the exact page. That’s DeepTutor. Built by HKUDS, the Data Intelligence Lab at the University of Hong Kong, led by Chao Huang. Open-source. Self-hosted.… Continue reading
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