I have tested a lot of AIs (8,800+ companies on my AI lists here on X). This is one that does the work instead of talking about it. I put an ai employee into my Slack and gave it one real task from my week, not a demo prompt. A month of AI notes, saved threads, demo recordings,
SOFTWARE
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Machine Learning Approach to Galaxy Property for Redshift Mass Distribution
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A #MachineLearning Approach to Galaxy Property for Redshift Mass Distribution. #BigData #Analytics #DataScience #AI #IoT #IIoT #Python #RStats #Java #JavaScript #ReactJS #CloudComputing #Serverless #DataScientist #Linux #Programming #Coding #100DaysofCode https://
geni.us/ML-Appr-Galaxy
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Deep Learning, Biological Hierarchies for Coral Reef Fish Identification
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Integrating Deep Learning, Biological Hierarchies, to Create a New Identification Tool for Coral Reef Fishes! #BigData #Analytics #AI #MachineLearning #DataScience #IoT #IIoT #Python #RStats #TensorFlow #JavaScript #ReactJS #CloudComputing #Serverless #DataScientist #Linux
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Workshop: Create Reliable GenAI Applications with Evaluations, Observability, and Testing
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Workshop hosted by @PacktPublishing @PacktDataML — "Build Reliable GenAI Applications with AI Evals, Observability, and Testing" Register here with my discount code 'KIRK40' (40% OFF already applied):
https://eventbrite.co.uk/e/build-reliable-genai-applications-with-ai-evals-observability-testing-tickets-1987301251540?aff=KirkB&discount=KIRK40 Learn:
How production AI -
Agent teams replace small SaaS with custom-built workflows
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The replacement for small SaaS isn't more software.
— Charly Wargnier (@DataChaz) 24 juin 2026
It’s an agent team building it for you!
Watching @moxt_ai's Mini Apps run specialized agents makes this clear.
If a workflow can just deliver the exact output you need, the subscription model for internal tools will break 👀 https://t.co/lSY3IDcdaW pic.twitter.com/0C2LnJVfsrThe replacement for small SaaS isn't more software. It’s an agent team building it for you! Watching @moxt_ai
's Mini Apps run specialized agents makes this clear. If a workflow can just deliver the exact output you need, the subscription model for internal tools will break -
Best use of Codex CLI: learning to run LLMs locally
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Best use of Codex Cli is to ask it to teach you how to get LLMs running locally btw
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Dev tools evolution: Graftcode turns public methods into MCP tools
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this is one of those things that makes you realize how far dev tools have come.
— Charly Wargnier (@DataChaz) 24 juin 2026
❌ before: hours of AI integration glue code
✅ now: expose the methods already living in your codebase@Graftcode turns ordinary public class methods into MCP tools through its gateway.
slick. https://t.co/WPJnHivZ5j pic.twitter.com/3ezRxRZ0Lhthis is one of those things that makes you realize how far dev tools have come. before: hours of AI integration glue code now: expose the methods already living in your codebase @Graftcode turns ordinary public class methods into MCP tools through its gateway. slick.
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Solopreneur unicorn token expenditure far exceeds 100-person company
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If we ever end up with a solopreneur unicorn the token expenditure will be orders of magnitude higher than if it were a 100 person company.
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AI startup hijenny.ai simplifies home remodeling process
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Anyone who has remodeled a home knows what a pain in the behind it is.
— Robert Scoble (@Scobleizer) 24 juin 2026
Michal Cieplinski knows that better than anyone, started: https://t.co/kykpIBTMNY which uses AI to take care of everything. Finding workers to do your kitchen. Arranging it all. Letting you visualize what… pic.twitter.com/NV58LUc14IAnyone who has remodeled a home knows what a pain in the behind it is. Michal Cieplinski knows that better than anyone, started: https://
hijenny.ai which uses AI to take care of everything. Finding workers to do your kitchen. Arranging it all. Letting you visualize what