Issue #12 ·
Five things from the last day worth your attention if you build with AI. No fluff.
Five things worth your attention if you build with AI, about 3 minutes. Join free and get 13 ready-to-paste Starter Prompts for coding agents, vibe coding and game dev right away.
MODEL
Kimi K3.1 Pro is now on Hugging Face: a 2.8T-parameter mixture-of-experts model with 104B active, a 1M-token context and image input. The license reads like MIT, except API resellers over $20M a year need a separate deal and huge products must show the Kimi name.
Why builders care: A frontier-class open agent model you can self-host or fine-tune, though it needs data-center hardware.
AGENTS
HumanLayer's founders Dex Horthy and Kyle Mistele are joining Factory. The hosted platform stays up for at least 30 days so users can export data, move to Factory or self-host the Apache 2.0 open-source version. Recent paying customers get refunds.
Why builders care: If your team runs on HumanLayer, pick self-host or migrate before the window closes.
DEVTOOLS
Together Compiler has a swarm of agents propose GPU kernel changes, while a persistent engine checks each one for speed and correctness. Only verified changes ship. Together says it reached up to 2.6x higher tokens per second on open models in under 24 hours, and it's on by default for supported serverless models at the same price.
Why builders care: Cheaper, faster open-model endpoints with nothing to configure.
GAME DEV
A daily count by PCGame.com of Valve's own AI flag finds 10,661 of 26,486 Steam games released this year disclose AI content (as of Nov 5). Flagged games are 40% of releases but just 12% of reviews.
Why builders care: Disclosure is self-reported and art leads the uses. Players are filtering, so be specific about what AI did in your game.
REPO
Axiom used coordinated swarms of AI agents to turn the roughly 7,500-page algebraic geometry reference into about 16 million lines of machine-checked Lean. Along the way it found dozens of statements needing fixes, like missing hypotheses.
Why builders care: A real blueprint for agent swarms on one huge codebase: stable interfaces, audits and downstream checks.
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