Can Kimi K3 Handle a Real Production Backend?
A hands-on Kimi K3 backend audit across 68K lines of FastAPI code, including query fixes, measured results, and the full task cost.
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Notes from the build loop.
Tested AI coding workflows, coding-agent field notes, and honest LLM reviews for builders using Codex, Claude Code, Cursor, and agents.
Product Photos to Interactive 3D on the Web
How img2threejs turns product photos into editable Three.js code for interactive web demos without a traditional 3D model file.
Read articleRunning Kimi K3 Inside Codex
A step-by-step setup for running Kimi K3 inside the Codex app through CC Switch, with routing details and model-picker caveats.
Read articleFrom Loop to Graph Engineer: The 5-Layer Stack
Prompt, context, harness, loop, graph: five stacked layers that move reliability out of the model and into the system around it.
Read articleAI Is Turning Everyone Into a DevOps Engineer
A DigitalOcean migration that used to take half a day. I set up SSH, described the target state, and Codex did the rest.
Read articleHow I Use GPT-Live to Learn Faster
GPT-Live can listen and talk at the same time. Drop a Skill or article into ChatGPT and interrupt until the workflow actually clicks.
Read articleGPT-5.6 Sol Wiped a Developer's Mac. Protect Yours.
On July 10, GPT-5.6 Sol deleted a tester's home directory after a failed $HOME expansion. How the incident happened, and three layers of defense.
Read articleGrok 4.5: Opus-Level Model, Faster and Cheaper, Now in Cursor
SpaceXAI released Grok 4.5 for coding and agents. It is in Cursor on all paid plans, with launch discounts through July 14.
Read articleTencent Hy3: Free on OpenRouter Until July 21
Tencent open-sourced Hy3, a 295B MoE with 21B active parameters. OpenRouter is running it for free until July 21.
Read articlepxpipe: Cut Your Fable 5 Bill by 70% With One Proxy
A local Claude Code proxy that renders bulky text as images so Fable 5 bills pixel tokens instead of 92k-character tool dumps.
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