Английский вместо кода
https://habr.com/ru/articles/1058500/
https://habr.com/ru/articles/1058500/
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The new rules of context engineering for Claude 5 generation models
https://claude.com/blog/the-new-rules-of-context-engineering-for-claude-5-generation-models
https://claude.com/blog/the-new-rules-of-context-engineering-for-claude-5-generation-models
Claude
The new rules of context engineering for Claude 5 generation models | Claude by Anthropic
We removed over 80% of Claude Code's system prompt for more advanced models. How to apply the lessons we learned to your own context engineering in Claude Code and with your own agents.
JEP 540: Simple JSON API (Now in Incubator)
https://openjdk.org/jeps/540
https://openjdk.org/jeps/540
Running Kimi K3 on a M1 Mac
https://github.com/gavamedia/deltafin
https://github.com/gavamedia/deltafin
GitHub
GitHub - gavamedia/deltafin: Run full Kimi K3 on a single device. And an OpenAI-compatible API server for local chat and coding…
Run full Kimi K3 on a single device. And an OpenAI-compatible API server for local chat and coding agents. - gavamedia/deltafin
Я чего-то пропустил с 23й версии такое благолепие
https://docs.oracle.com/en/java/javase/25/javadoc/using-markdown-documentation-comments.html
https://docs.oracle.com/en/java/javase/25/javadoc/using-markdown-documentation-comments.html
Why Software Factories Fail (or: harness engineering is not enough)
https://github.com/humanlayer/advanced-context-engineering-for-coding-agents/blob/main/wsff.md
https://github.com/humanlayer/advanced-context-engineering-for-coding-agents/blob/main/wsff.md
GitHub
advanced-context-engineering-for-coding-agents/wsff.md at main · humanlayer/advanced-context-engineering-for-coding-agents
Contribute to humanlayer/advanced-context-engineering-for-coding-agents development by creating an account on GitHub.
Context rot: как умирают ИИ-агенты в продакшене и как их спасти
https://tproger.ru/articles/context-rot-kak-umirayut-ii-agenty-v-prodakwene-i-kak-ih-spasti
https://tproger.ru/articles/context-rot-kak-umirayut-ii-agenty-v-prodakwene-i-kak-ih-spasti
JEP 401: Value Objects Officially Proposed to Target JDK 28
https://www.reddit.com/r/java/comments/1v507d0/jep_401_value_objects_officially_proposed_to/
https://www.reddit.com/r/java/comments/1v507d0/jep_401_value_objects_officially_proposed_to/
Reddit
From the java community on Reddit: JEP 401: Value Objects Officially Proposed to Target JDK 28
Posted by Joram2 - 145 votes and 11 comments
Forwarded from IT-architecture RSS (RSS to Telegram Bot)
The Economic Benefit of Refactoring
Giles Edwards-Alexander does an experiment to see if decomposing a large function helps reduce token costs, suggesting that is may now be possible to measure the economic benefit of refactoring
more…
via Martin Fowler (author: Martin Fowler (martin@martinfowler.com))
Giles Edwards-Alexander does an experiment to see if decomposing a large function helps reduce token costs, suggesting that is may now be possible to measure the economic benefit of refactoring
more…
via Martin Fowler (author: Martin Fowler (martin@martinfowler.com))
Лучшая модель этой недели - от рекламы пахнуло МММ и Хопер-инвестом 😁
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Forwarded from Zavtracast (Ярослав Ивус)
Alibaba выпустила новый флагманский ИИ — Qwen 3.8 Max. Это модель на 2,4 трлн параметров, которая может без остановки работать в течение 10 дней.
В рекламе Alibaba показывает, как различные специалисты отдыхают, а Qwen 3.8 Max самостоятельно всё делает в фоне. Например, разрабатывает чипы в течение 12 часов.
В некоторых бенчмарках Qwen 3.8 Max обходит Claude Fable 5 и ChatGPT-5.6 Sol. Модель уже доступна на сайте — на следующей неделе должны выложить веса в открытый доступ.
@zavtracast
В рекламе Alibaba показывает, как различные специалисты отдыхают, а Qwen 3.8 Max самостоятельно всё делает в фоне. Например, разрабатывает чипы в течение 12 часов.
В некоторых бенчмарках Qwen 3.8 Max обходит Claude Fable 5 и ChatGPT-5.6 Sol. Модель уже доступна на сайте — на следующей неделе должны выложить веса в открытый доступ.
@zavtracast
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Новый выпуск и опять в гости пришёл Костя из сетей Yandex Cloud https://razborpoletov.mave.digital/ep-322
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Forwarded from Denis Pavlyuchenko
ох, какая же насущная проблема. Интересно, как ее возможно щас побороть вообще, что все корпоративное общение сводится к копипасте из модели https://gruhn.me/blog/2026-08-03/
What's the largest software project AI can complete on its own?
https://epoch.ai/MirrorCode
https://epoch.ai/MirrorCode
Epoch AI
MirrorCode: What's the largest software project AI can complete on its own?
MirrorCode is Epoch AI's benchmark for long-horizon coding: AI can reimplement entire programs end-to-end, with no access to the original source code.
Zitron: The Subprime Datacenter Crisis
https://www.wheresyoured.at/the-subprime-data-center-crisis/
https://www.wheresyoured.at/the-subprime-data-center-crisis/
Ed Zitron's Where's Your Ed At
The Subprime Data Center Crisis
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Cloudflare OS – an open-source AI productivity environment
https://github.com/cloudflare/cloudflare-os
https://github.com/cloudflare/cloudflare-os
GitHub
GitHub - cloudflare/cloudflare-os: Agent workspace built on Cloudflare Workers for creating documents, building apps, and running…
Agent workspace built on Cloudflare Workers for creating documents, building apps, and running agents with your company’s context and systems. - cloudflare/cloudflare-os