В закладки nonnullish.github.io/share-l…

10 GitHub repos to spend 60-90% less tokens in Claude Code: 1. RTK (Rust Token Killer) CLI proxy that filters terminal output before it hits your context - 60-90% reduction on common dev commands - one binary, zero dependencies - works with Claude Code, Cursor, Copilot Repo: github.com/rtk-ai/rtk 2. Context Mode Sandboxes raw tool output into SQLite instead of dumping it into context - 98% context reduction on Playwright, GitHub, logs - only clean summaries enter your conversation - works as Claude Code plugin Repo: github.com/mksglu/context-mo… 3. code-review-graph Local knowledge graph that maps your codebase with Tree-sitter - Claude reads only what matters, not the entire repo - 49x token reduction on large monorepos - 6.8x on average reviews Repo: github.com/tirth8205/code-re… 4. Token Savior MCP server that navigates code by symbols, not full files - 97% reduction on code navigation - persistent memory across sessions - 69 tools, zero external deps Repo: github.com/Mibayy/token-savi… 5. Caveman Claude makes Claude talk like a caveman to cut output tokens - 65-75% output reduction - one-line install - keeps full technical accuracy Repo: github.com/JuliusBrussee/cav… 6. claude-token-efficient one CLAUDE.md file that keeps responses terse - drop-in, no code changes - reduces output verbosity on heavy workflows - best for output-heavy sessions Repo: github.com/drona23/claude-to… 7. token-optimizer-mcp MCP server with caching, compression, and smart tool intelligence - 95% token reduction through intelligent caching - compresses repeated tool outputs Repo: github.com/ooples/token-opti… 8. claude-token-optimizer reusable setup prompts for optimizing any project - 90% token savings in 5 minutes - reduces doc token usage from 11K to 1.3K Repo: github.com/nadimtuhin/claude… 9. token-optimizer finds ghost tokens that silently eat your context - survives compaction without losing quality - fixes context quality decay Repo: github.com/alexgreensh/token… 10. claude-context (by Zilliz) code search MCP that makes your entire codebase the context - ~40% reduction with equivalent retrieval quality - hybrid BM25 dense vector search Repo: github.com/zilliztech/claude… [ how to stack them ]: you don't need all 10. pick 2-3 based on your workflow: > heavy terminal output? RTK > big codebase? code-review-graph Token Savior > lots of MCP servers? Context Mode > quick fix? Caveman claude-token-efficient most people are burning tokens without knowing it run /context in a fresh session and see how much is gone before you even type a word your pocket will thank me later :<)

📦 LingBot-Map is fully open-sourced — paper, code, models. 🔗 Project page: technology.robbyant.com/ling… 💻 Code: github.com/Robbyant/lingbot-… 📄 Paper: arxiv.org/abs/2604.14141 🤗 HuggingFace: huggingface.co/robbyant/ling…

I spent 3 months building an AI mental health companion and I think most mental health apps are genuinely bad at their job. ChatGPT sucks especially hard. This puts me on Cringe Mountain (thanks for the term @gregisenberg ) but here we are. Thread 🧵

Talked with @durov and Telegram folks offered uncomplicated help, welcome @izhukov as new OpenClaw maintainer! First action point is to figure out why enabling the bot streaming API sometimes causes message dupes. This will make Telegram support so good!

Хорошее начало, гугл! Еще пару лет и до Таллинна доберутся технологии, надеюсь! #googlemaps

github.com/350d/homebridge-s… Built my own Homebridge plugin for August Lock — and it’s faster and more stable than the native integration. Uses Seam API webhooks (no polling), real-time updates, and supports all Seam-compatible locks. Rock solid so far.

IKEA's new ALPSTUGA is an incredibly affordable CO₂ AND particle sensor (PM2.5)! Friendly round design to resemble a clock, and yes, can also tell the time. A mere £25. The TIMMERFLOTTE is a separate puck for temperature / humidity. £5.

Indian developer reverse engineered the protocol that AirPods use to communicate with Apple devices and implemented those features on Android (and Linux) |

this is the most insane blog post i've seen in the last 10 years jfc kube.io/blog/liquid-glass-cs…

Сделал PWA игрушку для тех кто не хочет устанавливать себе приложение MAX и может показать своему работодателю что оно крашится. Делал я это для своей девочки и ее руководства которое требует установки MAX, но никак на работу не влияет. Версия для яблок: 1. Открываете сайт в Safari maxerror.draftstack.dev/ 2. Нажимаете на иконку "Поделиться" 3. Дале выбираем пункт в меню "На экран "Домой"" 4. Готово

К слову про батарею от старого Dyson (донор ячеек на этой поделке). Сейчас я поставил BMS с Али за три рубля тк родная плата намеренно уходит в блокировку при разбалансе ячеек хоть и умеет их балансировать! Сейчас даже есть кастомная прошивка для нее с набором доп функций.

Свинец в утиль. Литий в дело! Ребенок счастлив 😀