InferProbe wants to move ML debugging from reactive to proactive: local aggressive testing + clear anomaly explanations. What one thing would help you ship ML features faster and safer?
InferProbe wants to move ML debugging from reactive to proactive: local aggressive testing + clear anomaly explanations. What one thing would help you ship ML features faster and safer?
#Development #Collections
WebPerf Snippets ยท Performance profiling directly in the DevTools console https://ilo.im/169jrs
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#Measuring #Debugging #Network #Browser #DevTools #WebVitals #WebPerf #WebDev #Frontend #JavaScript
The legendary Dos Navigator (1991) is back ๐ฅน
๐ **rdn** โ Rust Dos Navigator terminal file manager
๐ฏ Two-panel layout, DOS accurate colors, built-in viewer & even Tetris
๐ฆ Written in Rust & built with @ratatui_rs
โญ GitHub: https://github.com/apatrushev/rdn
#rustlang #ratatui #tui #dos #file #manager #devtools #terminal
llmfit๋ ์ฌ์ฉ์์ CPUยทRAMยทGPU๋ฅผ ์๋ ๊ฐ์งํด ์๋ฐฑ ๊ฐ LLM ๋ชจ๋ธ์ ํ์งยท์๋ยท๋ฉ๋ชจ๋ฆฌ ์ ํฉ์ฑ์ผ๋ก ํ๊ฐํด ์ค์ ๋ก ์ ๋์ํ๋ ๋ชจ๋ธ์ ์ถ์ฒํ๋ ํฐ๋ฏธ๋ ๋๊ตฌ์ ๋๋ค. ๊ธฐ๋ณธ TUI์ CLI, Plan ๋ชจ๋(ํน์ ๋ชจ๋ธ์ ํ์ํ ํ๋์จ์ด ์ถ์ ), ๋ค์ค GPUยทMoEยท๋์ ์์ํ ์ง์, Ollama/llama.cpp/MLX ๋ฑ ๋ก์ปฌ ๋ฐํ์ ์ฐ๋, REST API ๋ฐ JSON ์ถ๋ ฅ, ๊ฐํธ ์ค์นยท๋น๋ ๋ฐฉ๋ฒ์ ์ ๊ณตํฉ๋๋ค.
If you're not stress-testing ML endpoints for hallucinations, you're shipping with unknown risk. InferProbe will provoke and explain them locally. What's the most surprising hallucination you've seen?
New update for Ramble, my open-source registry for HashiCorp Nomad job files and Nomad Packs.
๐บ Homebrew Tap โ now available
The Ramble CLI can now be installed on macOS via Homebrew, making it simple to get started:
brew tap open-wander/tap
brew install ramble
Full getting started guide: https://ramble.openwander.org/docs/getting-started
Contributions and feedback are always appreciated.
#Nomad #HashiCorp #Golang #OpenSource #DevTools #Temporal #Homebrew #Ramble #CloudNative #InfrastructureAsCode
Theo - t3.gg (@theo)
T3 Code๊ฐ ๋ชจ๋ ์ฌ์ฉ์์๊ฒ ๊ณต๊ฐ๋์ด ๋๊ตฌ๋ ์ฌ์ฉ ๊ฐ๋ฅํด์ก์ต๋๋ค. ์์ ํ ์คํ์์ค ํ๋ก์ ํธ๋ก, Codex CLI ์์ ๊ตฌ์ถ๋์๊ธฐ ๋๋ฌธ์ ๊ธฐ์กด Codex ๊ตฌ๋ ์ ์ฐ๋ํด ์ฌ์ฉํ ์ ์์ต๋๋ค. ๊ฐ๋ฐ์๋ค์ด ๋ฐ๋ก ํ์ฉํ ์ ์๋ ์คํ์์ค ์ฝ๋๋ฒ ์ด์ค ๊ณต๊ฐ ์์์ ๋๋ค.
Vox (@Voxyz_ai)
OpenClaw ์ํฌ์คํ์ด์ค ํ์ผ์ ํ์ผ๋น 20,000์ ์ ํ์ด ์์ด SOUL.md๋ AGENTS.md๊ฐ ๊ธธ๋ฉด ์์คํ ์ด ์กฐ์ฉํ ์๋ผ๋ธ๋ค๋ ๊ฒฝ๊ณ ์ ๋๋ค. ์ด๋ก ์ธํด ์์ด์ ํธ๊ฐ ์์ฑํ ๊ท์น์ ๋ณด์ง ๋ชปํด ๊ท์น์ ๋ฌด์ํ๋ ๊ฒ์ฒ๋ผ ๋ณด์ผ ์ ์์ผ๋ฉฐ, ๋ฌธ์์๋ ๋จ์ํ 'large files get...'๋ผ๊ณ ๋ง ์ ํ ์์ด ์ ํ์ด ๋ถ๋ช ํํ๋ค๋ ๋ฌธ์ ๋ฅผ ์ง์ ํฉ๋๋ค.
ML engineers often limit test coverage to control cloud costs or protect data. InferProbe removes that limit โ aggressive perturbation testing happens locally. What edge case do you under-test right now?
This weekโs progress on Grunna:
Spent the last evenings improving the todo system and project workflow.
Some of the things I worked on:
โข Ordering todo lists
โข Linking todos in the editor
โข Creating todos from git commits
โข Showing intake names in the todo list
โข Tiny avatars in the list view
Lots of small things, but together they make the system feel much smoother to use.
#buildinpublic #indiedev #devtools #softwaredevelopment #grunna
Python Trending (@pythontrending)
awesome-copilot โ ์ปค๋ฎค๋ํฐ ๊ธฐ์ฌํ ์ง์นจ, ํ๋กฌํํธ, ์ค์ ๋ชจ์์ ๋ชจ์ ๋ฆฌํฌ์งํ ๋ฆฌ๋ก GitHub Copilot์ ๋ ํจ๊ณผ์ ์ผ๋ก ์ฌ์ฉํ ์ ์๊ฒ ๋๋ ์๋ฃ(๋ ํผ๋ฐ์ค/awesome ๋ฆฌ์คํธ)์ ๋๋ค.
La IA generativa devuelve protagonismo a la terminal: CLI/TUI son ideales para agentes que ejecutan comandos y automatizan servicios sin depender del navegador. https://aidoo.news/noticia/63d7PW
#Tecnologia #DevTools #Automatizacion #Productividad #Software
La IA generativa devuelve protagonismo a la terminal: CLI/TUI son ideales para agentes que ejecutan comandos y automatizan servicios sin depender del navegador. https://aidoo.news/noticia/63d7PW
#Tecnologia #DevTools #Automatizacion #Productividad #Software
Open Source Leapfrogs GitHub's npm Browser, Exposing Corporate Complacency
ExpressVPN launched the first VPN MCP server, allowing AI tools to manage VPN connections directly.
Developers can now use AI assistants to check VPN status, switch regions, run diagnostics, and adjust protocols โ all locally.
https://www.technadu.com/expressvpn-mcp-server-introduces-ai-controlled-vpn-access/622295/
Would AI-controlled infrastructure tools improve developer workflows?
cedric (@cedric_chee)
Cursor Automations๋ฅผ ์ฌ์ฉํด ์ํํธ์จ์ด ํฉํ ๋ฆฌ๋ฅผ ๊ตฌ์ถํ ์ ์๋ค๋ ์๋ด/ํ๋ณด์ฑ ํธ์์ ๋๋ค. Cursor์ ์คํ ๋ฉ์ด์ ๊ธฐ๋ฅ์ ํตํด ๊ฐ๋ฐ ํ์ดํ๋ผ์ธ ์๋ํ๋ ๋ฐ๋ณต ์์ ์ ๊ตฌ์ฑํ ์ ์์์ ์์ฌํฉ๋๋ค.
InferProbe wants to let ML engineers test endpoints aggressively โ locally, privately, cheaply. Perturbations + anomaly explanations on your machine. What one thing would help you ship ML features faster and safer?
Moritz Kremb (@moritzkremb)
OpenClaw ์ด๊ธฐ ์ค์ ์ ๋ง์ ์ฌ์ฉ์๊ฐ ๊ฒช๋ ๋ฌธ์ ๋ฅผ ์ง์ ํ๋ฉฐ, ์์ฑ์๊ฐ ์ฒ์ ์์ํ ๋ ์์๋๋ผ๋ฉด ์ข์์ 10๊ฐ์ง ์ด๊ธฐ ์ค์ ํ์ ์ ๋ฆฌํ ๊ฐ์ด๋๋ฅผ ๊ณต์ ํฉ๋๋ค. ์ด๊ธฐ ๊ตฌ์ฑ ์งํ ๋ฐ๋์ ํด์ผ ํ ์ค์ ๋ค์ ํตํด OpenClaw์ด ์ํํ ๋์ํ๊ณ ์ค์ ๋ก ์ ์ฉํด์ง๋๋ก ๋๋ ์ค์ฉ์ ์๋ด์ ๋๋ค.