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‼️When the sun opens its eyelids,‼️
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‼️Namah Shivaya’‼️
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‼️ Har Har Mahadev ‼️
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‼️My protector is the innocent Shiv Bhole‼️ @grok
ONE SOLID ALUMINUM ENCLOSURE. FIVE HOT-SWAP 3.5-INCH DRIVE BAYS
USB-C. RAID selector. 12-volt power
The drives slide into place. The trays lock shut
A quick turn of the RAID dial. One press of the power button
Five disks come alive almost silently
No mess of cables. No bulky power hardware. Just a clean enclosure sitting naturally on the desk
An all-aluminum build that matches the rest of the workspace
Same understated design
RAID 0, RAID 1, RAID 5, Clone, or LARGE - ready for whatever the workload demands
The timeline keeps moving
The drives keep reading and writing
The enclosure stays quietly beside the monitor, blending into the setup as if it has always been there
Same matte black finish
Same quiet reliability
The storage never stops working
Factory is migrating 40-million-line codebases with agents. Their FDE lead showed how:
"migrating 30, 40, 50 million plus line codebases fully autonomously"
10% → 3:33 -- the ROI story, and what the software factory is
30% → 5:27 -- why you have to own the agent harness
55% → 8:38 -- the teach-the-model step everyone skips
70% → 10:35 -- what you only discover inside a real codebase
100% → 13:23 -- 40 million lines, migrated autonomously
everyone selling agents claims full autonomy
at 16:54 he says his own company runs at 15-20% and that's the honest number
watch & bookmark.
guy who built Claude Code barely prompts it anymore
not a bug, not lazy - that's what leverage looks like
most people are still doing this: send a prompt, get 80% of what they want, correct it, send again, correct again. call it "using AI efficiently"
that loop is not efficient - you're the loop
here's how it actually works when you're not the bottleneck:
> set the goal - "landing page, loads in one second, mobile-first"
> Claude runs a first version
> checks its own output against your standard
> finds where it fell short
> fixes and re-runs
> doesn't stop until it hits the mark
you typed once. Claude typed a hundred times
difference isn't a better prompt - it's knowing you're supposed to give it a goal, not a task
most people will stay the loop. edge is making Claude run it instead
AIOZ Stream is built around a complete media workflow that includes:
→ Content entry, storage, and playback in one workflow
→ SDKs and APIs for application development
→ Analytics, AI routing, and advanced media services
Streaming integration starts with workflow design.