MCP is not a replacement for REST APIs but an API protocol, the fifth iteration answering the same four questions since 1999, according to an analysis by the API Changelog. The article argues that fra…
PhotonicOps, an offline, air-gapped telemetry ingestion and agentic hardware-triage engine for silicon photonic biosensors, chose gRPC over a Unix socket instead of HTTP for its internal Go-to-Python …
Cloudflare announced support for inbound TCP connections and gRPC in Workers and Containers, introducing a new connect() handler that lets Workers accept TCP sockets and route them to Durable Objects …
A developer argues that hardcoding tool definitions into AI agents creates brittle architectures and proposes using Model Context Protocol (MCP) with Zod runtime schema validation for dynamic tool dis…
Netflix is overhauling search and discoverability using large language models, with generative AI workflows used in roughly 300 of its titles, co-CEO Ted Sarandos said on a July 16 Q2 call. The compan…
Loomcycle released v1.22.0 with turn-scoped cancellation, allowing users to stop an in-flight model generation and tool calls while preserving the session, transcript, and context. The update introduc…
RFC BE ships the History tool in v1.20.0, providing ten operations for accessing past chats, including list, get, search, rename, annotate, pin, archive, recap, resume, and related. The tool introduce…
Loomcycle released v1.4.0 with two new substrate primitives: Path, a Unix-like VFS over Memory, Volumes, and Documents, and Document, a chunked-graph document system. Path provides six operations with…
Memory Sidecar v3.5.1 has been released as an operational hardening update for the agent-agnostic memory layer, focusing on fault isolation and deterministic cleanup. The release introduces session-sc…
A developer argues that the emerging two-layer stack of MCP (Model Context Protocol) for vertical agent-resource integration and A2A (Agent-to-Agent) for horizontal inter-agent communication risks rep…
Loomcycle released v1.1.1, enabling interactive agentic sessions over gRPC and TypeScript/Python adapters. Third-party apps can now start interactive runs, push operator messages mid-flight, survive c…
Loomcycle v1.1.0 introduces Filesystem Volumes, replacing the global jail with per-agent read-only or read-write filesystem roots. The update enforces spawn confinement, removes legacy jail environmen…
A developer created ax-go, a Go package that standardizes agentic experience for CLI tools by encoding conventions such as OpenTelemetry trace propagation, structured errors, and JSON output for agent…
GraphQL, created at Facebook in 2012 and now governed by the GraphQL Foundation, is a query language and runtime that allows clients to request exactly the data they need from a single endpoint, solvi…
A new open protocol called ANIP (Agent-Native Interaction Protocol) enables websites to expose machine-readable interfaces for AI agents, allowing agents to discover and interact with site capabilitie…
The open source agentgateway project has joined the Agentic AI Foundation (AAIF) under the Linux Foundation as its fourth hosted project, providing a unified gateway control plane and proxy data plane…
A developer built Cmdop, an agent-to-infrastructure platform that runs LLM agents on live systems, and solved the reliability problem by implementing a verification loop that scores every tool call be…
Agent systems suffer from a subtle bug where the agent's timeout budget and the tool's timeout budget start from different events, causing tools that complete within their own timeout to be prematurel…
A user cancels an AI conversation, but a downstream API tool call already dispatched an HTTP request that commits a side effect, such as a database write, because the cancellation signal does not prop…
This article describes how to build production-grade AI agent systems using a microservices architecture, moving beyond single-process prototypes that fail at scale. It advocates for designing each "m…