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New Entry-Level iPad Not Expected Until Early 2027

Apple's next entry-level iPad models, codenamed J581 and J582, will not arrive until early 2027, according to Bloomberg 's Mark Gurman . He added that Apple plans a major iPad Air refresh to add an OLED display and a new iPad Pro in 2027. The latter could gain a vapor chamber to improve thermals and performance. A new iPad mini is still expected to arrive at the end of October this year. Related…

New Entry-Level iPad Not Expected Until Early 2027

According to Bloomberg's Mark Gurman, Apple's upcoming entry-level iPad models, designated as J581 and J582, are not anticipated to launch until early 2027. Bloomberg also reports that Apple plans to refresh the iPad Air line in 2027, featuring an OLED display and a new iPad Pro model, which may incorporate a vapor chamber for enhanced thermal management and performance. An iPad mini is expected to arrive by the end of October 2026.

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IoT VLAN on OPNsense: three firewall rules that don't break casting or Home Assistant

Moving smart plugs, bulbs, TVs and cameras onto their own VLAN is the single biggest security win on a home network, and it is also the change most people roll back a week later because the cast…

  • Separate IoT devices onto their own VLAN for enhanced security.
  • Implement three firewall rules in OPNsense to maintain casting and Home Assistant functionality.
  • Use mDNS repeater to resolve multicast traffic limitation between VLANs.

Backend Validation: AI Will Find the Gaps Your UI Hides

Your checkout page has a discount field: type a code, the price drops 10%; type a wrong one, the button greys out. You tested it and it works — what you probably didn't test is the backend validation…

  • Frontend discount field functions correctly but lacks backend validation.
  • Server accepts calculated total without validation, allowing 100% discount.
  • AI tools discover backend validation gaps faster and more cost-effectively than humans.

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