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 the past year, the enterprise AI ecosystem has gained enormous capability and zero consensus. Developers now have a remarkable set of tools for building AI agents: OpenAI’s frameworks, Anthropic’s Claude tooling, LangChain, LangGraph, CrewAI, Microsoft AutoGen, and a growing list of alternatives. Each promises to coordinate reasoning loops, manage multi-step task execution, and connect […] The post appeared first on <a href=" 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 ›
25th June 2026, Netherlands — OpenTelemetry has become one of the most important standards in modern observability. It provides a… Read more ›
If landscape mapping is where governance starts, OpenAPI is where it lives. It is the center of gravity for everything I do when I govern REST APIs, and the reason is simple and worth saying out loud: OpenAPI is the machine-readable contract, and the contract is the thing you govern. Not the code. Not the running service. The contract. Once you internalize that, the whole rest of the governance stack snaps into place, because everything hangs off the OpenAPI document. Your style guide describ... 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 ›
CLI tool for you or your AI agents to interact with your finances - Chimppppy/ethos 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 ›
Offers read and write access to hot and cold storage with no application code changes, delivering up to 90% savings in storage ALEXANDRIA, Va., June 18, 2026 — pgEdge, the leading open source enterprise Postgres company, today announced pgEdge ColdFront, a transparent data tiering solution for PostgreSQL. Unlike other alternatives, ColdFront’s cold tier is fully writable: UPDATE and DELETE work on archived rows through the same SQL the application already uses, with no code changes and no reh... Read more ›
As a developer, my desk is constantly cluttered with documentation, API references, and whitepapers. A few months ago, I got tired of spending hours reading 50-page PDF specifications just to find a single configuration line. I decided to scratch my own itch and build a lightweight, web-based RAG (Retrieval-Augmented Generation) tool to "chat" with PDFs. In this post, I want to share the technical hurdles I ran into—specifically regarding PDF parsing layout traps and token cost optimization—a... 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 ›
From pretraining to RLHF/GRPO — every algorithm hand-written in pure PyTorch. Read more ›
MLflow is an open-source platform for managing the machine learning lifecycle — experiment tracking, model registry, and reproducible runs. This guide deploys MLflow using Docker Compose with a PostgreSQL backend, S3-compatible artifact storage, basic-auth, and Traefik handling automatic HTTPS, then logs a sample scikit-learn run. By the end, you'll have MLflow recording experiments at your domain over HTTPS. Prerequisite: An S3-compatible bucket (e.g. Vultr Object Storage) with access key, s... Read more ›
Responsible AI is becoming infrastructure for AI agents: runtime controls, system accountability, human oversight, and safeguards for tools that act Read more ›
Treasury Prime now enables its FinTech partners to let their customers add cash to their digital accounts at more than 90,000 participating Green Dot Network retail locations. This offering is enabled by Treasury Prime’s new Prime Cash solution, which is powered by Green Dot’s embedded finance platform, Arc, and money processing network, the companies said […] The post appeared first on <a href=" 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 ›
Introduction Quick answer: No single tool secures an API. API security is a layered discipline. Secure-coding analyzers and SCA scanners catch code and dependency flaws; DAST tests running APIs; API gateways and IAM enforce authentication and rate limits; a WAF blocks known attack patterns; bot management stops automated abuse; and runtime API security adds continuous […] The post appeared first on <a href=" 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 ›
LucidLink Corp., the maker of a cloud network-attached storage system based on object storage technology, today extended its distributed file system technology into agentic artificial intelligence with the public beta release of a Model Context Protocol server that lets AI agents access shared files across clouds, on-premises systems and edge environments. The company said its […] The post appeared first on <a rel="nofollow" href=" Read more ›
Discover how HubSpot built a scalable AI retrieval infrastructure, managing over 20 billion vectors with Qdrant, to enhance semantic search and support diverse applications. Read more ›