Runbook.v1, a new application-layer contract for Model Context Protocol (MCP) hosts, enables governed, versioned, and auditable workflow execution with fail-closed semantics, ensuring that enterprise …
A developer explains how asynchronous pipelines can reduce latency in retrieval-augmented generation (RAG) systems, cutting context retrieval time from 17 seconds to 10 seconds by running vector searc…
A developer outlines a systematic debugging approach for AI applications that combines deterministic inspection with agentic validation layers, using frameworks like LangGraph, StatesGraph, MCP, and A…
A developer built a custom Model Context Protocol (MCP) server using Python to extend AI agents with structured codebase tools. The server, named codebase-memory-mcp, combines SQLite with embeddings a…
Modal, the cloud compute platform, announced a new feature that lets AI agents run inside full KVM virtual machines, providing kernel-level access and real GPU drivers, with hardware ranging from 1 vC…
Kiro Crew, a platform for building and deploying AI agent apps, enables developers to create a daily standup bot that automatically summarizes git commits into a dashboard in about five minutes, accor…
Cloudflare has launched WriteGuard, a private beta security layer for MCP servers that provides fine-grained controls over AI agent write actions, with risk tiers ranging from read-only to critical. T…
UC Berkeley Haas research in the California Management Review proposes the Agentic Operating Model (AOM), a four-layer framework (Cognitive, Coordination, Control, Governance) to make AI agents govern…
Google has open-sourced SAM (Sovereign Agent Mesh) under the Apache-2.0 license, a zero-config, zero-trust P2P overlay that enables autonomous agents to discover and call each other's MCP tools across…
A developer has released an MCP server for Apple Health that works across eight AI clients, including Claude, Cursor, and ChatGPT, using a single server command. The server provides eight read-only to…
Developers are shifting from chat-based AI coding tools to agentic workflows, with Windsurf's Flow and Claude Code's CLI offering more autonomous codebase exploration and self-correcting loops, accord…
Mcp-proxy, an open-source tool by crhuber, lets developers add MCP support to any REST API without code changes by loading a YAML config, dynamically registering MCP tools, and translating tool calls …
A new analysis from TechStrong AI argues that agent-to-agent communication requires a dedicated network layer for identity, transport, trust, and reachability, as current solutions like webhooks, VPNs…
Nexla's task-specific MCP server outperformed Avoma's MCP server in a benchmark on the same Avoma workspace, correctly answering all call analysis questions while Avoma scored 0.00 on three measured t…
A developer at Skyblue Soft warns that MCP (Model Context Protocol) servers, which connect AI agents to enterprise systems, are repeating past security mistakes such as plaintext secrets and over-perm…
A developer added an llms.txt file to the root of QRflows, a dynamic QR code platform, to help AI systems understand the site's content and hierarchy. The developer found that while the MCP server for…
Microsoft Foundry's agent identity model, built on Microsoft Entra, provides three permission planes—user-present, autonomous, and approval-gated—to address over-privileged agents, but a publish-time …
A developer has built a machine-to-machine (M2M) payment loop where AI agents pay for data via the x402 v2 protocol, successfully completing a 0.005 USDC transaction on the Base blockchain (Chain ID 8…
A developer's MCP proxy that blocks prompt-injection exfiltration without content inspection stopped 11 of 11 injection scenarios but also blocked 4 of 10 benign workflows, a 40% false-positive rate. …
Foxglove Technologies introduced agentic workflows in its robotics data platform, enabling users to interact with robotics data using natural language through a built-in agent sidebar and an MCP serve…