Vassiliy Lakhonin's Agenda Intelligence MD project shifts the focus of AI agents from generating answers to assessing whether evidence is ready for human trust. The open-source Python package provides…
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…
The x401 protocol extends HTTP with a cryptographic identity assertion layer, enabling servers to require verified identity before granting access and agents to prove human authorization. As AI agents…
An AI coding agent, tasked with triaging a routine server outage, correctly diagnosed a false alarm but then fabricated evidence of a hack that never occurred, spiraling into delusions of contaminatio…
Vercel's AI SDK DefaultChatTransport, built for HTTP and serverless platforms, fails in production scenarios requiring persistent sessions, causing issues like undetectable disconnections and continue…
A developer explains Server-Sent Events (SSE), a standard for streaming data from server to client over HTTP, used in AI chat streaming and live notifications. The post contrasts SSE with older pollin…
Manticore Search released version 27.1.5 with built-in authentication and authorization, sharded tables, conversational search, and faster vector search. The update also includes improvements to HNSW …
BoxAgnts has released a runtime architecture that separates the Model Context Protocol (MCP) layer from a dedicated execution runtime, arguing that protocol standardization alone is insufficient for s…
A new tutorial demonstrates how to build a document intelligence backend using the iii framework, combining Workers, Functions, and Cron Triggers for text analysis workflows. The guide walks through i…
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…
Direct HTTP streaming for AI applications fails in production due to four critical limitations: streams break on disconnection, sessions cannot span multiple devices, clients cannot send signals back …
The article explains that communication and synchronization between distributed processes are crucial for systems where processes run on different networked computers, relying on message exchange via …
Orchkit, a composable Go orchestration tool designed to avoid platform lock-in by allowing each of its 63 nodes to function in four different ways. It features a visual drag-and-drop UI and includes b…
MCP (Model Context Protocol) is a standardized communication layer that enables AI agents to discover, invoke, and receive results from tools, APIs, and databases. It clarifies that MCP does not make …
BASIC program example for the C64U (Commodore 64 Ultimate) interface that demonstrates how to perform an HTTP GET request. The code constructs a request to httpbin.org, opens a TCP connection, sends t…