Какой тул лучше собирает контекст для AI-агента? Сравниваем 21 подход от ripgrep до RAG и LSP

Если тебя хоть раз тревожило то, почему так быстро улетают лимиты Claude Code или любого другого ИИ-тула для кодинга, ты пришел по адресу. Буквально пара правок, и хоба дневной лимит исчерпан, а баланс API показывает дно. Вся эта боль в статье про экономию токенов на инструментах сборки контекста.

https://habr.com/ru/articles/1042880/

#chatgpt #claude #gemini #serena_mcp #mcp #semble #lsp #antigravity #codex #claude_code

Какой тул лучше собирает контекст для AI-агента? Сравниваем 21 подход от ripgrep до RAG и LSP

Привет, дорогой читатель. Если тебя хоть раз тревожило то, почему так быстро улетают лимиты Claude Code или любого другого ИИ-тула для кодинга, ты пришел по адресу. Буквально пара правок, и хоба...

Хабр
🎉 Introducing Semble: the revolutionary #code #search for agents that saves 98% of absolutely nobody's time by using fewer tokens than grep! 🤯 Because who doesn't love a #tool that promises the world and delivers a slightly smaller slice of the same cake? 🍰 #GitHub is thrilled to present yet another "indispensable" tool you'll never use! 🙄
https://github.com/MinishLab/semble #Semble #Innovation #Humor #HackerNews #ngated
GitHub - MinishLab/semble: Fast and Accurate Code Search for Agents. Uses ~98% fewer tokens than grep+read

Fast and Accurate Code Search for Agents. Uses ~98% fewer tokens than grep+read - MinishLab/semble

GitHub

Semble – Code search for agents that uses 98% fewer tokens than grep

https://github.com/MinishLab/semble

#HackerNews #Semble #CodeSearch #grep #Efficiency #OpenSource #Programming

GitHub - MinishLab/semble: Fast and Accurate Code Search for Agents. Uses ~98% fewer tokens than grep+read

Fast and Accurate Code Search for Agents. Uses ~98% fewer tokens than grep+read - MinishLab/semble

GitHub
If I was still working in Psych research this is what I'd like to be studying semble.so/profile/swee... #semble #psych #2e #neurodivergence #disability #giftedness

📚 2e (Twice Exceptionalism) (b...
📚 2e (Twice Exceptionalism) (by Bee 🐝) — Semble

Researching "twice exceptionalism" - when giftedness and developmental or intellectual disability co-occur. Highlighting the potential "upsides" of neurodivergence

Learning Svelte, making collections of potentially useful resources along the way: semble.so/profile/swee... #atdev #svelte #webdev #semble

Svelte (by Bee 🐝) — Semble
Svelte (by Bee 🐝) — Semble

Resources for learning and building with Svelte

on @[email protected] creating fun + funky cllctns like shroomies: a virtual photo album of 🍄s & digital tripsitter: a psychedelic mixed media experience... or a guide 🌀 up to u ;)

digital tripsitter (by SOUL ♡)...
shroomies (by SOUL ♡) — Semble

mushrooms i think are pretty or cool or fun

The No Horses article I stashed in Semble, and I'm most often putting stuff there with at least a few brief notes. I'm definitely wanting rich text in those notes. Between @[email protected] and @[email protected], I'm looking to aggregate, link, and mention different things over time.
Boris's cards — Semble

Explore Boris's cards on Semble

I'm trying to add madebydanny.uk/followonbsky... in #Semble but it is returning "Cannot add card". Anyone else?

Follow on Bluesky
Follow on Bluesky

Quick profile card to open an AT Protocol (Bluesky) profile in multiple clients.

Word Search Puzzle 35

Word List : #pownie #danalite #transire #minge #nitchies #fluted #emaciate #tompion #kelotomy #cestodes #barathra #oppian #semble #lavishes #quiddist #jubilar #spalpeen #beslime

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