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2 articles Latest Jul 18, 2026 RSS

AI Tools Jul 18, 2026 11 min

Kimi K3 for coding teams in 2026: benchmarks, real cost and adopt-vs-wait

Kimi K3 leads the Frontend Code arena and ships open weights by July 27, 2026. A senior engineer's read on its coding benchmarks, $3/$15 API pricing, self-host reality and the adopt-vs-wait decision.
Manu Shukla
Engineering Jul 14, 2026 9 min

Meta shipped Muse Spark 1.1 in 2026: what dev teams should know

Meta shipped Muse Spark 1.1 on July 9, 2026, a 1M-token agentic model priced at a quarter of rival rates. It leads on tool use but trails on raw coding. What that means for how dev teams route work.
Manu Shukla

#coding models

Kimi K3 for coding teams in 2026: benchmarks, real cost and adopt-vs-wait

Meta shipped Muse Spark 1.1 in 2026: what dev teams should know