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My notes on Kimi K3, plus some thoughts on what we can still learn from the peli

BACKGROUND
1 SIGNALFIRST DETECTED 16 July 2026
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How the story developed
Other feeds and industry voices
17 Jul
Kimi K3, and what we can still learn from the pelican benchmark

<a href="https://news.ycombinator.com/item?id=48947717">Comments</a>

REPORT · WHAT · Hacker News Best (RSS)OPEN STORY
21 Apr
Kimi K2.6 showcasing its long-horizon agentic coding superpower. It deployed Qwen3.5-0.8B model locally on a Mac. Coded and optimized its inference in Zig. Improved throughput from ~15 to ~193 tokens/sec. 4,000+ tool calls, >12 hours of execution, 14 iterations.

<table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1srk9gu/kimi_k26_showcasing_its_longhorizon_agentic/"> <img alt="Kimi K2.6 showcasing its long-horizon

OPINION · WHAT · LocalLLaMAOPEN STORY
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Simon Willison

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