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Ceph1 Hot0 comments12 min read
Many Arms Make Light Work: An AI Skill for the Ceph Contribution Loop
Ceph is an open source distributed storage system designed to evolve with data.
Source: https://ceph.io/en/news/blog/2026/inkwell. 8 Sync News only summarizes and links out; content copyright belongs to the authors and original sources.
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DEV198 Hot7 min
I Built a Visual System Design Reference — Switch Any Architecture Between AWS, Azure, GCP & Open Source
I Built a Visual System Design Reference — Switch Any Architecture Between AWS, Azure, GCP... Tagged with systemdesign, webdev, opensource, showdev.
ByteByteGo33 Hot5 min
EP232: 6 Frequently Used Orchestration Frameworks in an AI system
Orchestration in an AI system manages tasks across agents, handles failures, shared memory and context.
Noted185 Hot5 min
openGym: Self-Hosted Workout and Fitness Tracker
openGym is a free, self-hosted fitness tracker that lets you manage workouts and follow your progress on your own server.
Hacker News2 Hot6 min
Goodbye Claude, Hello Pi
A longtime Claude Code user is switching to the open source harness Pi after accumulating frustrations. Claude Code only lets one session connect to the IDE at a time, a bug reported since December 2025 and closed as a duplicate. The author counts 244 Claude Code releases this year, with over three-quarters changing the system prompt or tool descriptions. Despite trimming 80% of the system prompt, the default Bash tool description still runs almost 3,000 tokens. The author calls Claude Code a product without strong direction and says Pi has been smooth sailing since the first few days.
Hacker News1 Hot16 min
Llama-modchip: 284B DeepSeek on 64GB RAM, no GPU
🐋 Run 284B DeepSeek-V4-Flash (<59GiB RAM, 44.4 tok/s pp, 9.1-14.7 tok/s) & 30B MoEs (25-111 tok/s) on a pure 64GB CPU at 256K ctx (0 GPUs). SwiGLU-H2, Stockfish-PVS L3 & 13ms Claude Code restore. - synchopate/llama-modchip
Hacker News16 Hot2 min
Rune: A native GPU-rendered Rust UI framework for macOS, Windows, Linux and web
Rune: Native UI framework. Contribute to anomalyco/rune development by creating an account on GitHub.
XDA Developers1 Hot3 min
I made Claude Code, Codex, and Antigravity build the same Chrome extension, and only one was a keeper
One prompt was all it took to reveal which AI coding tool understood the assignment best.
DEV20 Hot5 min
Don't Write Markdown Files for Your Coding Agent. Write Scripts.
If you want agents to do what you want, you need to learn how to box them into deterministic actions.... Tagged with ai, programming, devops, productivity.
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