Well, if you can't get in the arena, map it out and sell the maps to the tourists. The map: https://
x.com/scobleizer/lis
ts
… Working hard on making them better so that my AI at https://
alignednews.com/ai can get better too.
SOFTWARE
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A Framework Builds Feeds Around AI Agents and Lists
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How Agentic Engineering Changes Software Development Workflows
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AI Engineering and Agentic AI! #BigData #Analytics #DataScience #AI #MachineLearning #NLProc #LLM #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #GoLang #CloudComputing #Serverless #DataScientist #Linux #Programming #Coding #Books #100DaysofCode
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AI Systems Architecture Guide Integrates AI Into Conventional Software
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"Architecting AI Software Systems: Crafting robust and scalable AI systems for modern software development" at http://
amzn.to/4oMi9Ag v/ @PacktDataML 𝓚𝓮𝔂 𝓕𝓮𝓪𝓽𝓾𝓻𝓮𝓼:
Learn to integrate AI with traditional software architectures, enabling architects to design -
Perplexity Projects Adds Shared Files and Persistent Brain Memory
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PERPLEXITY 🔥: Spaces got upgraded to Projects, a new type of workspaces for collaboration with Perplexity Computer, powered by a shared file system and self-improving Brain memory!
— 🚨 AI News | TestingCatalog (@testingcatalog) 30 juillet 2026
> Between tasks, Brain reviews the Project's files and sessions and updates what it knows, so… https://t.co/rUUrXPHE3a pic.twitter.com/UTRpSztLv7PERPLEXITY : Spaces got upgraded to Projects, a new type of workspaces for collaboration with Perplexity Computer, powered by a shared file system and self-improving Brain memory! > Between tasks, Brain reviews the Project's files and sessions and updates what it knows, so
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OpenCV 5 Migration Requires Rebuilding Dependencies for Binary Compatibility
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(OpenCV 5 Series: Binary Compatibility and Why You Must Rebuild)
— Satya Mallick (@LearnOpenCV) 29 juillet 2026
OpenCV 5 is not binary compatible with OpenCV 4. Mixing a v4 plugin with a v5 app and passing a cv::Mat across can crash you in a place that looks unrelated. Rebuild the entire dependency chain.
Full migration… pic.twitter.com/lUw2RW4HT0(OpenCV 5 Series: Binary Compatibility and Why You Must Rebuild) OpenCV 5 is not binary compatible with OpenCV 4. Mixing a v4 plugin with a v5 app and passing a cv::Mat across can crash you in a place that looks unrelated. Rebuild the entire dependency chain. Full migration
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RBC Models Higher Costs for Replacing Commercial Software with AI Builds
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Kudos to Rishi Jaluria of RBC Capital for his 37-page report modeling what it costs to replace commercial software with DIY AI stuff. A replacement, AI-built version of Microsoft Office, for example, is hypothetically 11 times as expensive as the license cost, $343,000, a big
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OpenClaw’s Mac App Combines AppKit with Web Technologies
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turned out to be kinda true, OpenClaw’s Mac app is still AppKit but the meat is web tech.
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Modular Behaviors May Help Agents Evolve Their Actions Over Time
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yeah I like the term behavior for modular actions which increasingly feels like the better way to build agents that constantly evolve
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Developer Questions Whether AI Will Destroy Software Quality
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First app I've stopped to think about in a while. For the hundreds of thousands of new apps being pushed to the store & all the talk of AI destroying software I'm not sure it's really true. Good software is just going to get way better in the right hands.
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Apollo Cuts Assistant Development Time by Adopting Deep Agents
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@useapolloio cut dev-to-launch work for new AI Assistant skills by 80-85%, by tearing out a hand-wired supervisor for Deep Agents. Full story: https://
langchain.com/blog/how-apoll
o-rebuilt-its-ai-assistant-on-deep-agents-to-power-the-full-gtm-loop
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