Same, I love my Unifi Dreamwall + the PoE APs on ceiling (UFOs), once it works it keeps working effortless
SOFTWARE
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Home Assistant Enables Seamless Integration and Workability
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Nice, everything becomes workable with anything once you get Home Assistant
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Linux Copy Fail Vulnerability Threatens Cloud and Kubernetes Systems
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Linux Copy Fail vulnerability puts cloud systems at risk https://
cloudcomputing-news.net/news/linux-cop
y-fail-cloud-kubernetes-privilege-escalation/?utm_source=dlvr.it&utm_medium=twitter
… #Cloud #Automation #Data #Tech #DataPlatforms #ChiefDataOfficer #AIStrategy #DataScience -
Real Conversational AI Needs More Than FAQ Uploads
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The biggest mistake I see: Companies add AI, upload FAQs, and call it transformation. That is not transformation.
That is a slightly smarter auto-reply. Real conversational AI needs 3 things: → context from the customer history
→ access to business systems
→ the ability to -
Webinar: Bridging the Gap Between Demo Agents and Production Systems
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Join @YuvalinTheDeep
, Senior Developer Advocate at @AI21Labs
, for a live webinar in partnership with @DataCamp
: The Four Gaps Between Demo Agents and Production Systems. If you're shipping agents to prod, this is where prototypes break and real systems begin. May 6 · 11am ET -
Hermes AI Agent: Persistent Memory, Voice, and 100+ Skills
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think Hermes is just another agent?
— Charly Wargnier (@DataChaz) 5 mai 2026
think again.
this thing is a BEAST 💥
what actually runs under the hood:
>Persistent memory
>Cron/webhooks
>Filesystem rollback
>17 platforms (4 with realtime voice!)
>100+ skills as slash commands@shmidtqq shows you where to start 👇 https://t.co/wcFoHE69Vo pic.twitter.com/KsCJPQ5Diathink Hermes is just another agent? think again. this thing is a BEAST what actually runs under the hood:
>Persistent memory
>Cron/webhooks
>Filesystem rollback
>17 platforms (4 with realtime voice!)
>100+ skills as slash commands @shmidtqq shows you where to start -
Claude Code Cuts Token Usage 3x with Context Engineering Layer
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Claude Code used 3x fewer tokens with one change:
— Akshay 🚀 (@akshay_pachaar) 5 mai 2026
– Before: 10.4M tokens · 10 errors · $9.21
– After: 3.7M tokens · 0 errors · $2.81
I used Insforge Skills + CLI as the backend context engineering layer for Claude Code (open-source and local).
Repo: https://t.co/01v2PYDPpY… https://t.co/HD5Oswup5l pic.twitter.com/T1w1obWBaeClaude Code used 3x fewer tokens with one change: – Before: 10.4M tokens · 10 errors · $9.21
– After: 3.7M tokens · 0 errors · $2.81 I used Insforge Skills + CLI as the backend context engineering layer for Claude Code (open-source and local). Repo: https://
github.com/InsForge/InsFo
rge
… -
CopilotKit to Showcase Enterprise Frontend Stack at Agent Conference
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Building AI that earns trust.
— IndiaAI (@OfficialINDIAai) 5 mai 2026
Sheetal Shrikanth, Chief Strategy Officer, @Smartail_ , highlights the importance of data privacy by design and explainable, evidence-led AI as key to scaling responsibly.#TheAcceleratorStories #IndiaAI #StartupIndia #AIScaling #GlobalFounders… pic.twitter.com/obiwVHexdBBuilding AI that earns trust. Sheetal Shrikanth, Chief Strategy Officer, @Smartail_ , highlights the importance of data privacy by design and explainable, evidence-led AI as key to scaling responsibly. #TheAcceleratorStories #IndiaAI #StartupIndia #AIScaling #GlobalFounders
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Developer Ships GitHub Rate Limit Cache and CLI Tool
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Kept hitting @github rate limits across my agents. Shipped two things: – RepoBar got a JUICE METER
– gitcrawl is now also a drop-in gh cache → symlink it as gh, reads served from local SQLite https://
gitcrawl.sh https://
repobar.app