Quantifying infrastructure noise in agentic coding evals
…setups on Terminal-Bench 2.0 was 6 percentage points (p < 0.01). Static benchmarks score a model's output directly—the runtime environment doesn’t factor into the result. Agentic coding…
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Top stories
My Obsidian vault is now the shared memory for Claude Code, Codex, and my local LLM
…Subscribe by modifying your newsletter preferences ! Consolidating all my agent files under one roof The setup itself is barely worth calling a setup. I opened Claude Code inside my vault and had…
What is Sandbox Security? | Docker
Sandbox security keeps isolation boundaries intact when AI agents execute code in your infrastructure. Learn the core components, implementation models, and how to harden your setup.
Paper page - Getting Better at Working With You: Compiling User Corrections into Runtime Enforcement for Coding Agents
…Compiling User Corrections into Runtime Enforcement for Coding Agents" frames the problem without making it feel too abstract. Curious if you think this would still work once the setup gets messier in…
Discussions and forums
How to setup a local coding agent on macOS
How to setup a local coding agent on macOS
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Show HN: Isolade, a local-first coding agent workbench with secretless microVMs
I built Isolade because I could not find an open-source, local-first workbench that runs coding agents in microVMs.The two pieces already exist individually. There are plenty of options for both agent management (Conduct…
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Show HN: testmagic.link – Zero-setup magic link testing for coding agents
I built testmagic.link because Claude Code kept using my personal Gmail when testing magic-link authentication, filling my inbox with test emails.I know there are existing email testing services, but the ones I found req…
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Show HN: OpenRig – a control plane for multi-agent coding topologies
Hi HN, I’m Mike, the founder of OpenRig.I built this because my Claude Code + Codex setup kept forming little "topologies" of long-lived agents that worked well together, but the terminal sprawl was intense. So I built a…
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Ask HN: Line by Line Agentic Coding
I've been suckered into running claude code and codex independently and vaguely scanning the output before moving on. I don't love the code-base familiarity that produces.Anybody figure out a neat harness setup where one…
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Microsoft’s new developer-optimized Windows embraces Linux even more
…shells) plus native agent CLI integration in the agent pane.” The developer-friendly Windows changes also include the general availability of Windows Developer Configurations, a quick way to setup new machines with…
Now that OpenAI’s Microsoft exclusivity is over, it has a new deal with Amazon and AWS.
…going to be on AWS,” particularly with an eye toward the new Amazon Bedrock Managed Agents setup. [Link: AWS and OpenAI announce expanded partnership to bring frontier intelligence to the infrastructure you…
Your next PC will likely run on AI agents
…Among the big-three AI providers, Anthropic is arguably the furthest along in terms of turning the Claude app into an agentic AI command center, complete with agent-coordinating tools for coding…
The AI world is getting 'loopy' | TechCrunch
…We started to transition so agents write the code. And now we’re transitioning to the point where agents are prompting agents that then write the code,” he continued. “As big as…
NVIDIA Nsight AI
…Copilot and Nsight Compute Use Nsight Copilot in Visual Studio Code and Nsight Compute, connect the CUDA MCP Server to your preferred coding agent, or deploy the open source blueprint for a…
Paper page - Can Generalist Agents Automate Data Curation?
Papers arxiv:2606.04261 Can Generalist Agents Automate Data Curation? Published on Jun 2 Submitted by Adam Nguyen on Jun 11 Authors: , , Adam Nguyen , , , , , Abstract Automated data curation using generalist coding agents…