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Trust scores, cryptographic proof, and risk assessment for AI agents.Open
Alex Garden๐ ๏ธ 1 toolFeb 24, 2026@MnemomWe built Mnemom because we were shipping AI agents into production and couldn't answer a basic question: how do you prove this thing is doing what you told it to? Not monitor. Prove. So we built the proof layer. Cryptographic attestations, trust scores, risk assessment, containment โ everything you need to deploy agents you can actually stand behind. It's free to start and open source. We'd love to hear what you think - new features shipping daily. -
Test failure can be triggered by: - Text not being found - Image not being found - "Assert" condition not being met (according to AI with 90% confidence) -

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Very cool idea. Unable to progress in setup beyond the "Choose your AI" step, as all providers (including my verified local Ollama installation) just return "Failed to fetch" error. I'll be happy to update this review if I'm ever able to explore the app. -

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i'm new to all the agent stuff, and now I'm on day 7 of using Clawdi. it feels like having a lightweight assistant - i did spend some time "onboarding" it. but iโve been using it to prep quick summaries before meetings, help me scan/find the social media content and actually help me comment and engage with. the biggest win for me so far is just not having to context switch as much. everything happens in one place in my chat, which is pretty cool. -
Open
The best tool for starting your store. No coding, agent-first interaction.
Verified tools
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Create high-quality multimodal eLearning in minutes from text prompts or documentsOpenIt's an amazing product that generates eLearning from a document or text prompt. It also has a full editor for tweaking after the generation. We use this exclusively for producing our commercial eLearning. Ready in minutes.
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Rocket - Think it. Type it. Launch it.
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Been using CloneViral for my UGC ad campaigns and it's honestly a game-changer. The Agent Mode feature is what sold me - you basically describe what you want, and their AI agents collaborate to handle everything from scripting to final video. No more jumping between 5 different tools. The UGC Ads generator is surprisingly good. I can create authentic-looking user testimonials and product demos in minutes instead of hiring creators or spending days editing. Quality is solid enough that my clients can't tell the difference. Not perfect, but for the price and time it saves me, it's become essential in my workflow. If you're doing any kind of social media marketing or content creation at scale, worth trying out.
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Great product to offload the data analytics workflow.
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EZClaws makes it easy to deploy OpenClaw for non-technical people.
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I love the smart formatting and multi language support. It fits perfectly into my workflow and feels thoughtfully built for real world use.
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So many SaaS offerings need rethought to be AI/agent first. And the new thinking really start with the simplicity and appropriate costs needed for the "user" being an agent. tny.dev is really a master class in this new thought process. If you need link shortening, it's completely solved here. I've been using it with Claude Desktop, and Claude just "gets" this MCP server, and its free at the relatively infrequent rate I use it. The analytics are awesome and simple to understand. They are the key feature for me.
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Hi there everyone! You might know us if you're familiar in the open-source space, but at Unsloth we do a lot of things. Mainly we help you fine-tune LLMs locally and help you run LLMs more efficiently and accurately. All of this is 100% local and of course open-source. We DO NOT have paid plans currently and everything is free and open-source. We also have a sub Reddit r/unsloth and very active Discord server so if you have any questions please do ask! Thank you! :)
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Single subscription access to all latest models
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Thank you, if we can help with anything reach out any time!
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absolutely! our product has no relationship with Google at all!
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Hercules makes software testing so easier! The fact that it offers autonomous test autonomous without any coding or manual maintenance is a time-saver for developers. Great to see an opensource tool handling the 'heavy lifting' in testing.
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Hi Parrot! Thanks for the feedback here, we will relay this to the team! Thanks for sharing your insights!
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OpenAfter 3 years of building, learning, and iterating with our incredible users, Iโm beyond excited to introduce you to Reachy! ๐ Iโd love to hear your thoughts, questions, or feedback โ drop them in the comments. Letโs chat! ๐ฌ -
Surprisingly powerful data transformation tool for data scientists and data analysts. Quick onboarding and easy visual interface. I used AI for sentiment analysis and categorization of game reviews for dataset over 20,000 rows, works pretty fine.
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While Mazaal still has a ways to go in terms of product stability, it has lots of potential and can potentially one day be a competitor to Zapier.
Other tools
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Hey Thanks for the insightful review. You have raised some important points. It is $9/month and we do have a trial now and adding more options.

