A 1-trillion-parameter model just dropped that scores its own work and keeps improving until it passes, built for long-horizon coding tasks.
The exact workflow is here 👉 https://www.pauljames.com/ainightshift

⚠️ Most people use this like a chatbot and miss the entire production system underneath

Get the full breakdown here 👉 https://www.pauljames.com/ainightshift

My VLOG Channel 👉 https://www.youtube.com/@lifewithpaulandwillow
Follow on 📸 INSTAGRAM ► https://instagram.com/hellopauljames

P.S. The agent profile setup at 7:18 is what turns this from a chatbot into a system you can actually bill for.

00:00 Intro
00:46 Why most AI tools fall apart on real client deliverables
01:38 The Autonomous Output Loop and why it matters
02:14 What Kimi K2.7 actually is with specs and benchmarks
03:08 The judge layer and turning a first draft into a finished deliverable
03:48 Social media content creation with pricing and pipeline
04:38 Web design and building a full dashboard in one session
05:22 SEO content strategy with a 262K token context window
06:14 Full scenario with a booking app build and three rounds of self-improvement
07:18 The agent profile setup almost nobody finds
08:08 Wrap

#kimik2 #aitools #aibusiness