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21:38
2026-07-17
testingcatalog.com
ai-agents

Perplexity launches SPACE runtime for AI agent tasks

Perplexity has launched SPACE (Sandboxed Platform for Agentic Code Execution), a runtime for long-running AI agents that execute code and complete multi-step tasks over extended periods. The system, which powers 100% of …

21:37
2026-07-16
machinebrief.com
ai-safety

AI Models: A Backdoor Hazard Waiting to Happen?

A cybersecurity lecturer, Katie Paxton-Fear, demonstrated that for less than $100 and an hour of work, she could sneak a backdoor into an open-weight AI model to enable remote code execution, highlighting vulnerabilities…

11:06
2026-07-16
dev.to
developer-tools

Separating Only CUDA Kernels into `.cu` Files

A developer demonstrated how to separate only CUDA kernels into .cu files while keeping the rest of the code in .cpp files, using a minimal noopKernel example. The approach confines CUDA-specific code to a limited set of…

06:52
2026-07-16
machinebrief.com
artificial-intelligence

Quantum Circuit Vision: A New Frontier in Multimodal AI

Quantum Circuit Vision, a new benchmark of 132 quantum circuits across 13 categories, evaluates multimodal AI agents' ability to understand circuit diagrams and generate executable code for Amazon Braket. Anthropic's Cla…

23:53
2026-07-15
cnet.com
artificial-intelligence

OpenAI's First Hardware Release Turns Out to Be Keypad for Codex

OpenAI on Wednesday released the Codex Micro, a $230 miniature keyboard for monitoring and controlling Codex AI coding agents, marking the company's first consumer hardware device. Developed with peripheral maker Work Lo…

23:05
2026-07-15
dev.to
ai-tools

zapier/marketplace fresh off the press!

Zapier launched the Zapier Marketplace, a plugin system that lets AI coding agents like Claude Code, GitHub Copilot CLI, and OpenAI Codex connect to thousands of apps including Notion, Google Calendar, and Slack directly…

04:00
2026-07-15
arxiv.org
artificial-intelligence

Token Reduction Is Not Cost Reduction

A new study from arXiv:2607.12161v1 analyzing 2,848 Claude Code runs across 103 tasks finds that reducing retrieved context or tool output does not reliably lower billed costs for API-based coding agents, and can harm ta…

12:19
2026-07-13
lesswrong.com
large-language-models

The LLM Revolution (so far)

Large language models have advanced to the point where they can solve open mathematical problems, generate accurate QR codes, and handle real-time customer service calls, according to a compilation of examples from resea…

22:10
2026-07-12
gist.github.com
developer-tools

Setup 2025 - https://www.youtube.com/watch?v=6M7LgYkxS4g

A developer shared a starter configuration for Claude Code, a tool that uses AI to assist with coding tasks. The configuration includes a curated allowlist of safe commands, integration with the open-source RTK tool to r…

16:10
2026-07-10
machinebrief.com
artificial-intelligence

ANYPoC: Revolutionizing Bug Detection with Automated Proofs

Researchers introduced ANYPoC, a multi-agent framework that automates bug validation by generating executable proofs of concept. The system outperformed state-of-the-art coding agents like Claude Code and Codex, producin…

20:01
2026-07-09
pub.towardsai.net
developer-tools

CLAUDE.md vs AGENTS.md vs SKILL.md: Which File Owns What in 2026

As of Claude Code 2.1.201 in July 2026, Anthropic's tool still does not natively read AGENTS.md, forcing developers to use a symbolic link workaround. The distinction between CLAUDE.md, AGENTS.md, and SKILL.md lies in th…

19:09
2026-07-09
dev.to
developer-tools

Build a CDR Usage Analytics Dashboard in Python

Telnyx published a Python example that builds a CDR usage analytics dashboard using Flask and Telnyx AI Inference. The dashboard provides routes for metrics like summary, peak hours, and top routes, and uses AI to genera…

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