Harness design for long-running application development
…I built the loop on the Claude Agent SDK , which kept the orchestration straightforward. A generator agent first created an HTML/CSS/JS frontend based on a user prompt. I gave the…
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Run NanoClaw in Docker Shell Sandboxes | Docker
…Different Approaches to Sandboxing Docker Captain Siri Varma Vegiraju compares sandboxing methods for AI agents, from containers to microVMs. Learn how Docker Sandbox improves isolation, security, and performance. Siri Varma Vegiraju Read…
Partnering with Mozilla to improve Firefox’s security
…First, when researching “patching agents,” which use LLMs to develop and validate bug fixes, we have developed a few methods we hope will help maintainers use LLMs like Claude to triage and…
Fake Claude AI website delivers new 'Beagle' Windows malware
…button for the malicious resource, a 505MB archive named 'Claude-Pro-windows-x64.zip' that contains an MSI installer allegedly for the Claude-Pro Relay product. Sophos says that running the binary…
Discussions and forums
Show HN: RTFRA - A Humble Proposal [RFC]
You know that feeling when no one reads the documentation you wrote? I bet we've all experienced that moment when, after spending a lot of time crafting a README file, you realize nobody gives a fuck.But how do you know …
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Show HN: I built a RAG and knowledge graph agent that runs locally
Claw-Coder is an AI agent that runs locally on your laptop and has access to powerful tools instead of configuring claude or codex to use a local model just use claw-coder. Why was claw-coder created? Answer: To solve th…
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Show HN: I built a powerful RAG and knowledge graph agent that runs locally
Claw-Coder is an AI agent that runs locally on your laptop and has access to powerful tools instead of configuring claude or codex to use a local model just use claw-coder.Why was claw-coder created? Answer: To solve the…
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Show HN: Drive any macOS app in the background without stealing the cursor
Hi HN, Francesco from Cua here. I hacked this project together last weekend, inspired by the Codex Computer-Use release and lessons learned from deploying GUI-operating agents for our customers.The main problem: when a U…
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Show HN: Agent MCP Studio – build multi-agent MCP systems in a browser tab
I built a browser-only studio for designing and orchestrating MCP agent systems for development and experimental purposes. The whole stack — tool authoring, multi-agent orchestration, RAG, code execution — runs from a si…
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Using AI to code does not mean your code is more secure
…Zhao said the amount of AI-generated code being committed is surging. "End-to-end coding agents are taking off right now," he explained. "Claude Code alone has over 15 million total…
I switched from Claude Code to Codex for a week, and the trade-offs surprised me
…02 / 8 AI Coding What underlying model powers OpenAI's Codex agent, distinguishing it technically from Claude Code's Anthropic-built foundation? A GPT-4 Turbo B o3 C Codex-001 D…
Paper page - ARIS: Autonomous Research via Adversarial Multi-Agent Collaboration
…The following papers were recommended by the Semantic Scholar API Spec Kit Agents: Context-Grounded Agentic Workflows (2026) AlphaLab: Autonomous Multi-Agent Research Across Optimization Domains with Frontier LLMs (2026) Toward Autonomous…
Project Vend: Can Claude run a small shop? (And why does that matter?)
…The shopkeeping AI agent—nicknamed “Claudius” for no particular reason other than to distinguish it from more normal uses of Claude—was an instance of Claude Sonnet 3.7, running for a…
I used Claude Code, Antigravity, and Perplexity Computer to build a portfolio — there was a clear winner
…Claude Code is a CLI-based agentic tool that lives in your terminal, not a browser or mobile app. This design gives it deep access to your local development environment, allowing it…
Introducing Sonnet 4.6
…Box evaluated how Claude Sonnet 4.6 performs when tested on deep reasoning and complex agentic tasks across real enterprise documents. It demonstrated significant improvements, outperforming Claude Sonnet 4.5 in heavy…