Dev tooling watch:
๐ ๏ธ AWS Agent Toolkit: managed AWS MCP Server is GA, replacing AWS Labs MCP servers with 40+ evaluated skills and IAM guardrails.
๐ ๏ธ Windsurf Next v2.2.1017: parallel multi-agent sessions, Git worktrees, Cascade hooks, and context-window indicators land in Wave 13.
๐ ๏ธ Ollama v0.23.2: /api/show cache targets faster integrations, plus Claude Desktop launch restore controls.
#DevTools #AI #OpenSource
solomonneas.dev/intel
Linuxiac: TUXEDO BM15 Debuts as a Repairable Linux Business Laptop
https://linuxiac.com/tuxedo-bm15-debuts-as-a-repairable-linux-business-laptop/
#linux #opensource #tech
Un nuovo IDE punta tutto sulla semplicitร e sullo sviluppo locale ๐ #Linux #Programmazione #Rust #Go #CPP #OpenSource #Software
TCP-over-SSH audio forwarding: nothing new on either side.
PipeWire already on the laptop. OpenSSH on both. Encryption comes free from the tunnel.
Alternatives: RTP skips encryption, module-tunnel-source sends auth in the clear, running locally trades remote resources.
#PipeWire #SSH #SelfHosting #Linux #OpenSource
Winston B. (@DoDataThings)
llama.cpp์ MTP๊ฐ ๋ค์ด์ค๊ณ Gemma 4์ฉ GGUF ์ง์์ด ์ค์ ๋ก ๋์ํ๊ธฐ ์์ํ๋ค๋ ์์์ด๋ค. ๋ก์ปฌ์์ Qwen์ ์์ด์ ํธ ๋ฃจํ๋ก ๋๋ฆด ๋ draft-token acceptance๋ก 1.5~2๋ฐฐ ๋นจ๋ผ์ ธ, ํ์ดํ๋ผ์ธ์์ ์ค์ฌ์ฉ ๊ฐ๋ฅํ ์์ค์ผ๋ก ๊ฐ์ ๋๋ค๋ ์ ์ด ํต์ฌ์ด๋ค.
https://x.com/DoDataThings/status/2052775935263613211
#llamacpp #gguf #gemma4 #qwen #opensource
Andi Marafioti (@andimarafioti)
Hugging Face์ speech-to-speech ์ ์ฅ์๋ฅผ ๋ก์ปฌ ๋ฐฑ์๋๋ก ์ฌ์ฉํ ์ ์๋ค๊ณ ์๊ฐํ๋ค. ๊ด๋ จ ํํ ๋ฆฌ์ผ์ 1~2์ฃผ ๋ด ๊ณต๊ฐ๋ ์์ ์ด์ง๋ง, ๋ฌธ์๋ง์ผ๋ก๋ ๊ตฌํ ๊ฐ๋ฅํ๋ค๊ณ ์ธ๊ธํด ์์ฑ ๊ธฐ๋ฐ AI ๊ฐ๋ฐ ๋๊ตฌ๋ก ์ฃผ๋ชฉ๋๋ค.
https://x.com/andimarafioti/status/2052752548948238390
#huggingface #speechtospeech #voiceai #opensource #localbackend
Netflix on TV makes it easier to fumble less and chill more with voice search test
Netflix is testing a new AI-powered voice search feature on TVs in the US.
https://www.androidauthority.com/netflix-voice-search-tv-3665181/
#Tech #Technology #TechNews #AI #Gadgets #Software #Cybersecurity #Apple #Google #Microsoft #Startup #OpenSource #AndroidAuthority [Android Authority]
What research projects would be people working in design and open source be interested in? (Please comment here or on our discourse!) //jd
#KDE Frameworks 6.26 Improves Support for Kirigami and QtQuick-Based Apps https://9to5linux.com/kde-frameworks-6-26-improves-support-for-kirigami-and-qtquick-based-apps
@kde #Linux #OpenSource #FreeSoftware

๐ SelfDataGuard v0.1.0-beta โ open-source data-at-rest protection that survives DB exfiltration.
Released today as the second pillar of MySelf, paired with SelfRecover. The same May 2026 ANTS leak (~12M accounts in plaintext) made the case for both: SelfRecover protects authentication, SelfDataGuard
protects what's stored.
๐ก How it works (one line):
Per-user data master key, never stored in plain. Wrapped twice โ once by Argon2id-derived key from password, once by HMAC-SHA256-derived key from a memorized secret (shared with SelfRecover via mathematical
context separation). Personal fields encrypted field-by-field with AES-256-GCM. Dump the DB โ encrypted soup.
๐ฏ Three operational modes:
โธ Lite (default): server unwraps the master key in memory only during user sessions.
โธ Hybrid (e-commerce): operational fields admin-readable, sensitive fields zero-knowledge.
โธ Full (high-assurance): true zero-knowledge, all crypto in browser via WebCrypto.
๐ฌ Honest threat model โ explicitly out of scope: compromised user endpoint (keyloggers, info-stealers), browser exploits, theoretical cryptanalysis of SHA-256 / AES-256-GCM / Argon2id, weak-password
bruteforce. The lib enforces password policy at deployment time.
๐ Run the demo locally in 10 seconds:
git clone https://github.com/Pierroons/my-self
cd my-self/self-security/selfdataguard/demo && ./run.sh
(needs PHP 8.1+ with sodium + AES-NI capable CPU)
๐งช 155 sanity tests, 0 failures. Includes a "DB dump = encrypted soup" end-to-end assertion that greps the SQLite file post-write to verify no plaintext leaks.
๐ GPG-signed tag selfdataguard-v0.1.0-beta, release dated 2026-05-08.
๐ Live demo (no signup, ephemeral data, public reset every night at 04:00 Europe/Paris):
https://dataguard.my-self.fr
๐ Whitepaper EN: https://github.com/Pierroons/my-self/blob/main/self-security/selfdataguard/docs/whitepaper-en.md
๐ Whitepaper FR: https://github.com/Pierroons/my-self/blob/main/self-security/selfdataguard/docs/whitepaper-fr.md
๐ง Repo: https://github.com/Pierroons/my-self/tree/main/self-security/selfdataguard
๐ฆ Release: https://github.com/Pierroons/my-self/releases/tag/selfdataguard-v0.1.0-beta
Companion to SelfRecover (https://bi-self.my-self.fr/selfrecover/). Same memorized secret unlocks both, mathematically isolated via HMAC contexts (/recover vs /dataguard). One word, two purposes.
Feedback especially welcome from people who have integrated Bitwarden / 1Password / ProtonMail-style envelope encryption in app-side multi-tenant setups. AGPL-3.0-or-later, no NDA, no commercial agenda โ
community cryptographic review before v1.0.0.
#opensource #infosec #AGPL #privacy #selfhosted #cryptography #encryption #zerotrust #dataprotection
Suricata was at BotConf on April 14, with Peter Manev and รric Leblond ( @Regit ) leading a hands-on workshop.
Good to spend time in person with people digging into the practical side of the project and working through the details together.
#Suricata #BotConf2026 #OpenSource

Hackaday: Broadcasting GPS on the Local Network to Help Geoclue Find You
https://hackaday.com/2026/05/08/broadcasting-gps-on-the-local-network-to-help-geoclue-find-you/
#linux #opensource #tech