A developer building a multi-agent AI system for company LinkedIn pages details the creation of an Orchestrator Agent that manages communication and execution order among independent agents. The agent…
Researchers at Accomplish AI demonstrated a sandbox escape in Anthropic's Claude Cowork agent, exploiting CVE-2026-46331 to break through both isolation layers and access the host macOS filesystem. Th…
Microsoft quietly shipped a conformance specification for the MCP security boundary via its open-source Agent Governance Toolkit. The MCP Security Gateway 1.0 spec defines a policy-enforcing intercept…
A developer fixed a state machine bug in TextStack, an open-source .NET reader for technical books, where a RAG indexing process could get stuck in a 'Preparing… 0/0' state forever. The issue occurred…
Security researchers at Noma Labs disclosed a prompt injection vulnerability called GitLost that exploits GitHub Agentic Workflows. By adding a single connector word like 'Additionally' to a prompt, a…
A SemiAnalysis experiment reveals that a fully maxed-out ChatGPT Pro subscription would cost $14,000 a month at API pricing, while users pay only $200. The business model relies on most subscribers un…
A developer analyzing Juejin search results for AI coding tools found two distinct evaluation frameworks: tier-letter rankings (S/A/B/D) and enterprise procurement criteria (等保三级认证, 国密SM4加密). The same…
LiveKit and Wavix have integrated to enable real phone calls within LiveKit-powered applications. The integration allows developers to handle inbound and outbound calls, with features like call transf…
Researchers from Nace AI and Purdue University have introduced HyperNetwork-based knowledge injection as a third path for integrating proprietary data into LLMs, backed by the first systematic scaling…
Developer Hamid Samak released Codient, an open-source command-line tool that drives Claude, ChatGPT, Gemini, and DeepSeek through their web UIs via Selenium automation, allowing users to switch model…
A developer building an AI platform with ChatGPT as an engineering partner identified 10 recurring failure modes in LLM collaboration, including endless refinement, instruction overload, topic drift, …
A developer scored 910/1000 on the Claude Certified Architect Foundations (CCAF) exam and open-sourced their study notes on GitHub. The repository distills 30 exam tasks across five domains into conce…
Deep Agents introduces FilesystemPermission rules that let developers control which paths an AI agent's built-in filesystem tools can access and how. A guide with three Python examples demonstrates ho…
OpenClaw is an open-source platform that enables developers to build AI agents capable of interacting with external tools and services such as file systems, databases, and APIs. It provides a standard…
A developer's thought experiment separates Hollywood fiction from realistic AI risks, arguing that the real danger isn't sentient robots but powerful systems following flawed instructions. The piece e…
A developer built a Python pipeline that uses an LLM to triage SIEM alerts, reducing noise by up to 80%. The system enriches alerts with threat intel context and outputs a structured verdict with seve…
TrustSource launched SafeFetch, a server-side URL scanner that detects prompt injections in web pages before an AI agent reads them. The tool returns a verdict of SAFE, REVIEW, or BLOCK based on conce…
MyZubster has implemented specialized AI agents to handle different tasks within its ecosystem, including documentation review, API checking, and code improvement suggestions. The agents are designed …
A developer released MoilStack .md, an open-source Markdown editor with inline AI editing that supports local models via Ollama and cloud APIs from OpenAI, Anthropic, Google, and others. The editor st…
A developer argues that developer communities are asking the wrong question by filtering projects based on whether AI was used, rather than evaluating technical merit. The post contrasts two hypotheti…