tsuki.

落下飛行 |

[tsuki. @iimtsuki]

@name1e5s1 来我们这，直接开喷

[tsuki. @iimtsuki]

Opensource AI Must Win https://t.co/h5ruOVTmxW

[tsuki. @iimtsuki]

👀👀

[Kimi.ai @Kimi_Moonshot]

🌘 Kimi-K2.7-Code, our latest coding model, is now released and open-sourced!

🔷 Improved coding & agent performance over K2.6: +21.8% on Kimi Code Bench v2, +11.0% on Program Bench, and +31.5% on MLS Bench Lite.
🔷 Reasoning efficiency: Less overthinking, with 30% lower reasoning-token usage compared to K2.6.
🔷 Long-horizon coding: Improved instruction following, higher end-to-end coding task success rates.

⚡️ 6x High-Speed Mode coming soon!
🔌 Available today via Kimi API and Kimi Code.

🔗 Kimi Code: https://t.co/uvoSJKyGCY
🔗 API: https://t.co/EOZkbOwCN4

[tsuki. @iimtsuki]

@name1e5s1 你也润

[tsuki. @iimtsuki]

观后感：1. 所有大厂的 AI PM 都在自嗨，仿佛 iPhone 发布后仍在疯狂雕花功能机的山寨机厂商 2. 无招是傻逼没错，��原作者能写出这七万字的黑话雄文，说明其实你俩也挺般配的😁

[AB Kuai.Dong @_FORAB]

太牛批了，某大厂内网的万字长文。核心项目组员工，在离职前的长篇吐槽，里面出现好几位高管名字。

从见证 AI 立项，到 300 万日活，最后因管理者、员工、文化矛盾等问题，成为项目最后一位走的人。

https://t.co/mul6SF8WTX

[tsuki. @iimtsuki]

Come and try it!

[Kimi.ai @Kimi_Moonshot]

Meet Kimi K2.6: Advancing Open-Source Coding

🔹Open-source SOTA on HLE w/ tools (54.0), SWE-Bench Pro (58.6), SWE-bench Multilingual (76.7), BrowseComp (83.2), Toolathlon (50.0), Charxiv w/ python(86.7), Math Vision w/ python (93.2)

What's new:
🔹Long-horizon coding - 4,000+ tool calls, over 12 hours of continuous execution, with generalization across languages (Rust, Go, Python) and tasks (frontend, devops, perf optimization).
🔹Motion-rich frontend - Videos in hero sections, WebGL shaders, GSAP + Framer Motion, Three.js 3D.
🔹Agent Swarms, elevated - 300 parallel sub-agents × 4,000 steps per run (up from K2.5's 100 / 1,500). One prompt, 100+ files.
🔹Proactive Agents - K2.6 model powers OpenClaw, Hermes Agent, etc for 24/7 autonomous ops.
🔹Claw Groups (research preview) - bring your own agents, command your friends', bots & humans in the loop.
-
K2.6 is now live on https://t.co/YutVbwktG0 in chat mode and agent mode.
For production-grade coding, pair K2.6 with Kimi Code: https://t.co/uvoSJKyGCY
-
🔗 API: https://t.co/EOZkbOwCN4
🔗 Tech blog: https://t.co/9wWvgIQSS3
🔗 Weights & code: https://t.co/Be0hjs2RTP

[tsuki. @iimtsuki]

Codex 这么喜欢写 wrapper，想必上辈子一定是个 rapper 吧（

[tsuki. @iimtsuki]

@BwZ1026816510 I’m like 直接承认有绩效分布压力就好 但非得搜肠刮肚说我表现不���合预期🤣

[tsuki. @iimtsuki]

前老板专门打电话来通知背了 M-，终于补完了在前司最后的拼图🤪

[tsuki. @iimtsuki]

你说对离职员工 PUA 一通是何必呢……还是说正常人的说话方式��经是 OOD 了？

[tsuki. @iimtsuki]

@name1e5s1 哪家，我也想去面

[tsuki. @iimtsuki]

OpenClaw 就像个沼气池，一突开就溅得满脸喷粪💩

[tsuki. @iimtsuki]

出走半生，归来仍是 infra😭

[tsuki. @iimtsuki]

@name1e5s1 确实，暂时恢复人籍

[tsuki. @iimtsuki]

@0ajmoptt 此乃 by design

[tsuki. @iimtsuki]

@0ajmoptt 和 Conductor 相比哪个更好用

[Jarred Sumner @jarredsumner]

I don’t love the UX of worktrees

co-located LLM transcripts feel like the feature of the version control system that replaces git. commits & tags are zoom levels for context.

I think PRs and CI as this step completely independent from local dev doesn’t make sense anymore

[tsuki. @iimtsuki]

恰如符号主义被神经网络所打败，未来可能不会再有什么新的编程语言了。现有的编程语言也将沦为与汇编相同的地位。

[tsuki. @iimtsuki]

离职之后，小红书 feed 上前司的软文突然莫名其妙多了起来🤨

[tsuki. @iimtsuki]

@Labelray 狭义的 ai infra 当然比较难转（推理/训练相关），但包括 API 网关、SDK、agent infra 这些我觉得对传统后端来说是没什么经验上的阻碍的，而且看起来至少接下来的一年，这些方向会越来越重要