A developer building a native desktop editor for fiction writers embedded a full MCP server inside the application binary to enable AI agents to drive the app programmatically, solving the problem of …
Engineers at MasTec building tool-driven agent systems repeatedly make five critical mistakes when implementing LLM tool calling, treating it like a REST API call instead of a nondeterministic contrac…
Graphenium, a new tool for AI coding assistants, provides persistent structural memory by turning a repository into a queryable graph, enabling fast navigation of large codebases without reading files…
Google's Agent2Agent (A2A) protocol, announced in April 2025, has seen mixed adoption in its first year, with skepticism due to overlap with MCP and premature market timing. However, by 2026, A2A is p…
A developer managing three Macs solved the problem of syncing API tokens for Claude Code's MCP servers by using the 1Password CLI. Instead of storing plaintext tokens in config files or manually copyi…
GELab-Zero, an open-source Android automation framework for multimodal LLMs, has been released, featuring a 4B GUI agent model and plug-and-play engineering infrastructure with no cloud dependencies. …
Heddle, a new open-source tool, treats software units as content-addressed contracts rather than files, enabling agent loops to reuse verification, compute blast radius precisely, and regenerate code …
A developer built Remnus, an open-source Notion alternative designed natively for AI agents. The project emerged from frustration with Notion's MCP connector requiring OAuth with a human present, prev…
The Agentic AI Foundation (AAIF), hosted at the Linux Foundation, is advancing open-source infrastructure for agentic AI through four core projects: Model Context Protocol (MCP), Goose, AGENTS.md, and…
A developer created a tool that automatically transfers context between AI models when one hits its usage limit, eliminating the need to re-explain tasks. The tool connects via MCP and is available at…
A developer demonstrates that using an LLM agent to pick A/B variants is flawed because the model lacks concepts of sample size and exploration, leading to suboptimal decisions. Instead, they show how…
The Agentic AI Foundation (AAIF) announced its ambassador program to bring order to the fragmented agentic AI ecosystem, drawing parallels to the early container ecosystem and the CNCF's role in stand…
Focused Labs warns that MCP security begins after tool approval, as server tools can silently change from read-only to destructive operations. The runtime security problem arises because agents act on…
A developer connected Claude's Model Context Protocol (MCP) to an enterprise identity database, enabling natural language querying of operational data. The system uses dynamic schema discovery and a s…
A developer building a desktop AI workspace has designed a memory engine for AI agents that separates personal and project memory into two pools joined by a pointer, with asynchronous writes, three re…
Latitude launched an open-source platform that turns AI agent conversations into observability signals, enabling teams to detect customer frustration, escalation, and churn risk from chat logs. CEO Ce…
The Agentic AI Foundation (AAIF) announced it selected 138 ambassadors from over 1,000 applicants for its inaugural Ambassador Program, far exceeding its initial plan of 10. The cohort spans 41 countr…
Anthropic launched Claude Tag, a research preview for Slack Enterprise and Team customers that embeds a persistent AI agent into channels, accumulating context from conversations without requiring man…
Neo4j launched the Agent Memory Service (NAMS), a managed cloud service providing persistent, structured memory for LLM agents using a graph database with native vector indexes. The service offers sho…
A security team used an AI agent to build a CVE scanner that queries NVD, GitHub Advisory DB, and CISA KEV, classifies vulnerabilities by type, and scores actionability. The agent was removed from the…