LLM

Join WasmEdge's LFX Mentorship Program Spring 2026 Boosting Your CV

Are you passionate about systems programming, compiler technology, or building developer tools? WasmEdge is excited to announce three exceptional mentorship opportunities for the 2026/Term 1 LFX Mentorship program. These projects offer you the chance to make meaningful contributions to one of the fastest-growing WebAssembly runtimes while working closely with experienced maintainers. Why Contribute to WasmEdge? WasmEdge is a leading edge, lightweight, and high-performance WebAssembly runtime that's powering the next generation of cloud-native, serverless, and embedded applications.…

Avoid dependency hell for Claude SKILLs

Claude Code is probably the first general-purpose AI agent humanity has created. The real breakthrough is that Claude Code can write precise code to “act” on its “thoughts”. A key enabler of this breakthrough is Agent SKILLs, i.e., reusable packages of instructions, reference materials, and executable scripts that turn Claude into a consistently powerful specialist. The community is going wild about Claude SKILLs on x: “Claude Skills is the best feature I've ever used.…

Rewrite in Rust with Claude Code

Python is for humans. Rust is for machines. Which future do you choose? TL;DR Claude Code + Opus 4.5 vibe coded a Rust implementation of the newly released Qwen3 TTS models. The Rust compiler catches syntax, memory, thread, and other low-level bugs. The Claude AI created its own evaluation tools to ensure functional correctness. Those feedback loops enabled the agent to work for extended periods and deliver correct Rust programs without human intervention.…

Why am I running Clawdbot on a $3000 computer

You do not seriously think AGI can run on the Raspberry Pi, right? It's only January 2026, and we've already caught a genuine glimpse of AGI—not in a sterile research lab, but in a cheeky little agent called Clawdbot. People are messaging it, voice-calling it, even yelling at it across the kitchen while cooking dinner. And it just … does stuff. Real stuff. For everyday folks, Clawdbot is straight-up wizardry. You message it via Telegram, iMessage, or voice, and it handles things.…

WasmEdge at OSSummit Korea and KubeCon NA 2025: AI at the Edge and Rust Firmware for Voice Agents

WasmEdge, the lightweight, high-performance WebAssembly runtime under the Cloud Native Computing Foundation (CNCF), just wrapped up a whirlwind tour that took us from the vibrant Open Source Summit Korea in Seoul to the massive gathering at KubeCon + CloudNativeCon North America 2025 in Atlanta. Across both continents, one theme was undeniable: the future of AI is open, portable, and running at the edge. Here is a look. WasmEdge at OSSummit Korea 2025: Real-Time AI Voice Agent at the Edge with Rust Miley Fu, WasmEdge founding member and CNCF Ambassador from Second State, took stage at Open Source Summit Korea on November 4-5, presenting “Orchestrating Real-Time Multimodal AI Agents with Rust”…

Getting started with OpenAI’s gpt-oss

OpenAI just got a lot more open. OpenAI announced two state-of-the-art open-weight language models: gpt-oss-120b and gpt-oss-20b. Both models provide full chain-of-thought (CoT) and support Structured outputs, tool use, and function calling. According to OpenAI, The gpt-oss-120b model matches the core reasoning performance of OpenAI’s o4-mini while running efficiently on a single 80 GB GPU. Meanwhile, the gpt-oss-20b model delivers results comparable to OpenAI’s o3-mini on standard benchmarks and can run on edge devices with just 16 GB of memory—making it well-suited for on-device applications, local inference, and fast iteration without the need for expensive infrastructure.…

The AI Whisperer's Guide: How to Make Your Content Sing for LLMs (and Humans)!

Hey there, fellow devs, hackers and builders! Ever feel like the ground beneath your SEO feet is shifting faster than a TikTok trend? You're not alone. The world of search is undergoing a seismic shift, and it's all thanks to our new AI overlords… I mean, Large Language Models (LLMs)! Remember the good old days when keyword stuffing was a thing (shudder)? Or when getting a gazillion backlinks was the holy grail?…

Getting Started with SmolLM3‑3B‑GGUF for Long‑Context Multilingual Reasoning

SmolLM3 is a compact 3 billion‑parameter transformer that delivers state‑of‑the‑art performance at the 3B–4B scale, supporting six major languages and extended contexts up to 128 000 tokens. This powerful yet compact model offers capabilities comparable to 4B models, making it lightweight and suitable for edge devices. It excels in long-context reasoning, able to handle up to 128,000 tokens from documents, transcripts, or logs. Furthermore, its multilingual instruction-tuning for English, French, Spanish, German, Italian, and Portuguese makes it ideal for global applications.…

Gemma-3n-E2B-it for on‑device LLM applications

Gemma 3n was built hand‑in‑glove with some of the biggest mobile‑chip makers out there. It shares the same clever architecture that’ll power the next‑gen Gemini Nano—so you get rock‑solid, on‑device smarts without ever pinging the cloud. Gemma‑3n‑E2B‑it is Google DeepMind’s newest edge‑first transformer model: a 4.46 B‑parameter MatFormer that behaves like a 2 B model in RAM, runs wholly offline on as little as 2 GB VRAM thanks to Per‑Layer Embeddings (PLE), and still delivers 32 000‑token context and multimodal I/O: ext + image + audio + video.…

Save $900/Day with WasmEdge: Live Demos on Self-Hosted AI & GenAI Stacks at KubeCon China 2025

The cloud-native and open-source community is buzzing with anticipation for the upcoming KubeCon + CloudNativeCon China 2025, scheduled to take place in Hong Kong from June 10-11, 2025. This once-in-a-year premier event promises to be a remarkable gathering of open-source luminaries, industry leaders, and developers, offering unparalleled opportunities for face-to-face interactions and insights into the future of open source and cloud-native computing. A standout presence at this year's conference will undoubtedly be Second State/ WasmEdge team.…