watch this video of qwen 3.6 27b dense vanilla running my new autonomous tool use benchmark via @NousResearch hermes agent on my 5090 24gb laptop gpu at 16 tok/sec average. the full 11 min 37 secs compressed to 1 min 29 secs at 5x. no edit cuts, no narration, just the model working. 12 tool calls total, 5 terminal, 5 todo, one write_file, one read_file. that's what lean agentic looks like in this model.watch the rhythm in the first ~50 seconds. todo plan first, then terminal probes for hardware,
1:29
watch this video of qwen 3.6 27b dense vanilla running my new autonomous tool use benchmark via @NousResearch hermes agent on my 5090 24gb laptop gpu at 16 tok/sec average. the full 11 min 37 secs compressed to 1 min 29 secs at 5x. no edit cuts, no narration, just the model working. 12 tool calls total, 5 terminal, 5 todo, one write_file, one read_file. that's what lean agentic looks like in this model.watch the rhythm in the first ~50 seconds. todo plan first, then terminal probes for hardware,
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The bug report was always a coordination tax.You write the repro doc, file the ticket, post in Slack, wait for an engineer to read it tomorrow. The fix takes 20 minutes. The coordination eats 24 hours.The person who spotted the bug shipped the PR. No human between them and the fix.The phone is the chat client. The VM is the coding environment. Mobile IDEs failed for 15 years because everyone tried to shrink the IDE onto the phone. Sai inverted it: keep the IDE remote, make the phone a control su
0:38
The bug report was always a coordination tax.You write the repro doc, file the ticket, post in Slack, wait for an engineer to read it tomorrow. The fix takes 20 minutes. The coordination eats 24 hours.The person who spotted the bug shipped the PR. No human between them and the fix.The phone is the chat client. The VM is the coding environment. Mobile IDEs failed for 15 years because everyone tried to shrink the IDE onto the phone. Sai inverted it: keep the IDE remote, make the phone a control su
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