Author: Felipe Santos

Skip to main content

Author: Felipe Santos

"Artificial intelligence can process the world in milliseconds, but only the human heart can give meaning to every second lived" - Mr. Santos
Run AI agents safely with Ollama and Fly.io

Run AI agents safely with Ollama and Fly.io

Ollama Cloud now works inside full Linux computers built for agents. Through a new Ollama Connector, code running in Fly.io Sprites can call Ollama's cloud models, including kimi-k3, glm-5.3 and deepseek-v4.1-flash, without the agent ever seeing your API key. A Sprite is a sandbox from Fly.io. Each one is a full Linux virtual machine with its own disk that stays around between sessions. Claude Code, Codex and Gemini CLI are supported out of the box, letting agents run in a sandbox to securely run commands. How the key stays protected You add your Ollama API key to your Fly.io...

Continue reading

Google's Argon Ranks #1 on Vals Index

Google’s Argon Ranks #1 on Vals Index

Google has released Gemini 4 Argon, its newest model, which the company positions for deep, multi-step work in coding, finance, legal, cybersecurity, and science. Google says Argon outperforms other frontier models across several benchmark domains and ranks #1 on the Vals Index, which measures model performance across critical economic sectors such as finance, coding, legal, and tax work. The model is available today to developers and enterprises through the API in AI Studio and the Gemini platform, with access also extended to subscribers of several Google products. Pricing and Access...

Continue reading

Vercel AI Gateway adds Microsoft's MAI-Image-2.6 image models

Vercel AI Gateway adds Microsoft’s MAI-Image-2.6 image models

Microsoft's MAI-Image-2.6 and MAI-Image-2.6-Flash are available on Vercel's AI Gateway. Developers can generate images from text or edit existing ones through the AI SDK or the AI CLI, using one API key and no provider account. Both models support photorealistic imagery, text rendering, and targeted edits to products, portraits, and layouts. Developers can provide up to five reference images to guide edits or combine subjects, and output sizes go up to 1536 × 1536. The two models are meant for different stages of work. MAI-Image-2.6 (microsoft/mai-image-2.6) is for final assets, when image...

Continue reading

Gemini 4 Argon cuts Google's post-submit rollbacks 30%

Gemini 4 Argon cuts Google’s post-submit rollbacks 30%

Google is rolling out Gemini 4 Argon inside Google Antigravity, its agent-first development app, for Google AI Ultra subscribers. Argon was introduced earlier this month as Google's latest model, with frontier performance in complex workflows across real-world software engineering, enterprise knowledge work such as legal and finance, and cybersecurity defense. The Antigravity rollout puts it directly into the desktop app and the Antigravity CLI, where agents can work through multi-step engineering problems. Google says it built Antigravity for an agent-first future, with foundational...

Continue reading

n8n brings Gemini 4 Argon into your workflows

n8n brings Gemini 4 Argon into your workflows

n8n is one of the first companies to use and integrate Google's Gemini 4 Argon model. You can use it with your existing n8n workflows or build new ones. The article covers three ways to do this: through MCP, through your own API key with the n8n Assistant, and through an Agent inside a workflow. Connect through MCP Model Context Protocol (MCP) is an open standard governed by the Agentic AI Foundation (AAIF). It allows your AI tools to connect to external applications and data sources. n8n has a built-in MCP server that works with any MCP client, so you can build your own workflows from your...

Continue reading

Intel GPU D-series packs 480GB for AI inference

Intel GPU D-series packs 480GB for AI inference

Intel used the Open Compute Project (OCP) Global Summit to share new technical details on the Intel GPU D-series, formerly code-named Crescent Island. The accelerator is built for AI inference on Intel's Xe3P architecture, and Intel positions it as a way to improve the economics of memory-intensive inference. Intel also showed new Intel Xeon-based rack designs and highlighted its open software and ecosystem work. Intel framed these moves around open models reshaping the economics of agentic AI, which is driving demand for more flexible, cost- and power-efficient infrastructure. Why Agentic...

Continue reading

NVIDIA Opens AI Factory Standards for Faster Buildouts

NVIDIA Opens AI Factory Standards for Faster Buildouts

As AI factories grow from megawatts to gigawatts, building them takes more than advanced computing. At the Open Compute Project (OCP) Global Summit in San Jose, NVIDIA announced new partnerships and contributions meant to create a common foundation for next-generation AI infrastructure, with open standards helping the industry scale AI infrastructure faster, more efficiently and more reliably. NVIDIA contributed key NVIDIA Vera Rubin rack and compute tray designs to OCP through the open NVIDIA MGX architecture, giving system builders a shared base for developing next-generation AI factory...

Continue reading

Meta unveils Muse Wonder, its most capable agentic models

Meta unveils Muse Wonder, its most capable agentic models

Fourteen months after overhauling its AI efforts, Meta is introducing the Muse Wonder series, which includes Muse Wonder and Muse Wonder Full. The company calls them its most capable models to date. Built on the groundwork laid with Muse Spark, they deliver what Meta describes as state-of-the-art performance on personal and professional agentic tasks. Meta says the overhaul moved its work from rebuilding foundations to pushing the frontier. Built for Real-World Work Meta points to everyday jobs such as navigating an insurance claim, understanding a lease, or making sense of someone's...

Continue reading

Ubuntu previews Myna for private, local dictation

Ubuntu previews Myna for private, local dictation

Ubuntu Desktop is getting Myna, a private speech-to-text dictation project, as a technology preview. A few months after Canonical first introduced it, Myna is installable and open to community testing. It is an optional Ubuntu 26.10 feature that gives real-time visual feedback during speech recognition. Named after the speech-mimicking myna bird, it works by letting you press a shortcut, speak, and have Myna transcribe your words directly into the application you are using. The preview is aimed at people who rely on dictation every day and at those who use it only occasionally. Canonical is...

Continue reading