The MCP Gateway Registry is an open-source (Apache 2.0 License) project from the Agentic Community that provides a single, governed control plane for every AI asset in an organization: MCP) servers, AI agents, skills, and custom assets. It is both a gateway (one entry point that routes client reques Read more ›
In this article, you will learn how the seven layers of a production AI agent stack fit together, from the foundation model down to deployment infrastructure. Read more ›
Running pgvector on Amazon Aurora PostgreSQL gives you a production-grade vector store on a database you already know, backed by the operational tooling, high availability, and scaling behaviour of Amazon Aurora. Production traffic does introduce a predictable set of operational considerations: query latency as the corpus grows, recall on filtered vector searches, memory headroom during index builds, and connection behaviour under load. This post is scoped to the database operations that keep... Read more ›
Extending the OpenAPI specification is a widely used, but seldom talked about superpower of the specification. People who aren’t in the know hit the wall with what the specification can’t do, and they move on and create a new specification — where those in the know understand the specification has become the lingua franca of API operations over the last 16 years, and craft their own extensions for the specification to make it do what they need it to do. Read more ›
Picture a kitchen you can't see into. Orders go in, plates come out, and when a customer sends a dish back, you're stuck guessing what went wrong… Read more ›
FDATA head Steve Boms argues for a “sponsored” accreditation model in Canada. The post first appeared on <a href=" Read more ›
From pretraining to RLHF/GRPO — every algorithm hand-written in pure PyTorch. Read more ›
Developed through the Oxford–Bloomberg Fellowship, this concept film explores the ideas behind Patterns of Perception: Hearing, an immersive installation opening in the University of Oxford's Schwarzman Centre Black Box in Spring 2027 as part of the Cultural Programme's Planetary Health season. Created through an interdisciplinary collaboration between artist collective Marshmallow Laser Feast (MLF) and Oxford scholars in the Humanities and Medical Sciences, the project will take audiences on... Read more ›
KalamDB — a lightweight, real-time, storage-efficient SQL database. Designed for per-user data isolation and scalable performance — ideal for the AI era. - kalamdb/KalamDB Read more ›
Vector Databases, Retrieval-Augmented Generation, AI Memory Systems, Embeddings, Compound AI Architectures Read more ›
With the development of smart civil aviation, the cybersecurity situation for air traffic management (ATM) continues to be critical. The increasingly exposed attack surface demands more advanced technologies and methods for protection. Large language models (LLMs) have been widely applied in cybersecurity, which has provided a novel paradigm for reconstructing ATM cybersecurity defense systems. However, existing vertical domain LLMs in ATM focus on providing passenger services and supporting ... Read more ›
There’s a pattern that shows up constantly in LLM deployments: something isn’t working quite right, so someone adds more instructions to the system prompt. The model ignores a constraint, so you restate it more forcefully. It produces the wrong tone, so you add a tone guide. Repeat until the prompt is 2,000 words long and the model is somehow worse than when you started. This isn’t a fringe experience. It’s close to a law of LLM prompt engineering. Here’s why it keeps happening. 1. LLMs Don’t... Read more ›
Responsible AI is becoming infrastructure for AI agents: runtime controls, system accountability, human oversight, and safeguards for tools that act Read more ›
chachaml is a Clojure-native MLOps library developed within the Flexiana ecosystem.It's built for teams that want to run machine learning systems in production without moving their workflows to another language or stack. Read more ›
Recent advancements in Large Language Models (LLMs) have enabled sophisticated reasoning and content generation, yet their inherent stochasticity poses significant challenges for ensuring predictive credibility. While traditional uncertainty taxonomy paradigms, such as the dichotomy of aleatoric and epistemic uncertainties, provide conceptual foundations, they often fail to capture the multi-component and multi-stage nature of LLM generation and... Read more ›
Green Dot has moved one step closer to separating its banking and FinTech operations. The company announced Tuesday (June 23) that its shareholders had approved the sale of Green Dot Bank to CommerceOne. That sale is part of a larger process that involves CommerceOne forming a new publicly traded bank holding company that owns CommerceOne Bank and Green Dot […] The post appeared first on <a href=" Read more ›
Generate payment API clients in minutes with Payneteasy OpenAPI. Reduce integration time, automate workflows, and scale faster with… Read more ›
A major overhaul of the Model Context Protocol shifts critical security responsibilities from the protocol itself to developers and platform operators. The post appeared first on <a href=" Read more ›
AI agents are moving through enterprise environments, inheriting permissions, traversing systems, and executing decisions at machine speed with minimal oversight. The identity infrastructure built to govern human access wasn't designed for autonomous actors, and the gap between what enterprises are deploying and what their governance programs actually cover is widening fast. This guide breaks Read more ›
24th June 2026, Netherlands — OpenTelemetry Collector is often described as the “telemetry pipeline engine” of modern observability. It… Read more ›