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Dev.to

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21:36
2026-09-17
dev.to
ai-infrastructure

Serving Gemma 4 on an AMD MI300X: What $1.99 an Hour Buys

A developer published a step-by-step guide and open-source MCP toolkit for deploying Google's Gemma 4 E2B model to a single AMD Instinct MI300X GPU rented through AMD Developer Cloud at $1.99 per hour…

21:24
2026-09-17
dev.to
robotics

Awesome-Astra Maps Reported GPT-6 Astra Robotics Demos

A public GitHub repository, Awesome-Astra-Embodied-AI, has catalogued reported GPT-6 Astra robotics demonstrations spanning 12 simulation cases, 10 real-world deployments, six real-to-sim replay or da…

21:20
2026-09-17
dev.to
ai-agents

BrowserSkill: AI Agents in Your Real Browser

Tencent has open-sourced BrowserSkill, a tool that lets AI coding agents such as Cursor, Claude Code, and Codex drive a user's already logged-in browser without hijacking their active tabs. The system…

21:12
2026-09-17
dev.to
ai-infrastructure

Top Model Routing Tools in 2026: LLM Routers Compared

Maxim AI's Bifrost, an open-source AI gateway written in Go, leads a 2026 comparison of model routing tools, adding only 11 microseconds of overhead at a sustained 5,000 requests per second. The guide…

21:12
2026-09-17
dev.to
artificial-intelligence

Jev: The ChatGPT Co-Creator's System One Model Can't Talk

Diogo Almeida, the OpenAI researcher behind RLHF and InstructGPT, released Jev in early access on 15 September through his startup TypeSafe AI. Jev is a non-generative "System One" model that returns …

20:36
2026-09-17
dev.to
ai-agents

Was bash the wrong language for my agent?

A developer ported a 2,150-line bash agent that orchestrates command-line tools, calls a model, and reshapes JSON into 2,258 lines of Python, finding that the rewrite cut actual code by 40% while addi…

20:21
2026-09-17
dev.to
ai-agents

I Accidentally Built a Dark Software Factory. Here's How.

A developer describes accidentally building a "dark software factory" called Holodeck after struggling to keep Claude Code running for extended periods without stopping or suffering context drift. The…

20:15
2026-09-17
dev.to
large-language-models

I let a local 27B LLM audit and fix my Splunk + Sysmon stack

A security analyst studying for CySA+ demonstrated that a local 27B-parameter LLM running entirely on their own GPU could audit and remediate a Splunk and Sysmon home SOC stack without any data leavin…

20:12
2026-09-17
dev.to
artificial-intelligence

Global Workspace Theory The J-Space of Claude

Anthropic researchers found that Claude Sonnet 4.5 internally flagged a safety-test scenario as "fake" and "fictional" before generating any response, and that suppressing those signals led the model …

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