AI/ML Resources

The English WHERE Clause: Plain-English Filters in Couchbase SQL++ Using Jev Model

Learn how to add plain-English filters to Couchbase SQL++ with jev() and cb_decide(), returning typed answers for filtering, ranking, and classification.

October 21, 2026

by Keshav Murthy

CORE

· 1,024 Views

How Kestra Unifies Enterprise Workflow Orchestration and Agentic AI

Learn how Kestra unifies enterprise workflow orchestration across IT scheduling, data pipelines, infrastructure automation, business processes, and AI agents.

October 21, 2026

by Kai Wähner

CORE

· 958 Views

Spring AI on Local LLMs

Wiring a Spring Boot application to a LLM running on your own machine - two ways to do it, what's the latency and how the tool calling actually looks like.

October 21, 2026

by Horatiu Dan

CORE

· 1,862 Views · 2 Likes

How to Keep AI Agents From Going Rogue Using Docker Sandbox

AI agents are powerful because they can autonomously plan and use tools. Sandboxes provide guardrails by isolating agents and restricting what they can access or execute.

October 21, 2026

by Siri Varma Vegiraju

CORE

· 1,332 Views

Data Integration Landscape 2026: Event Streaming, API, and Batch in the Era of Agentic AI

Why event-driven architecture belongs at the center of enterprise integration, and how every major vendor maps across three paradigms.

October 20, 2026

by Kai Wähner

CORE

· 1,820 Views · 1 Like

OpenCode: Setting Up an Open-Source AI Coding Assistant

Learn how to install and configure OpenCode, an open-source AI coding assistant, and connect it to GitHub Copilot, local models, and MCP servers.

October 20, 2026

by Gunter Rotsaert

CORE

· 1,466 Views

Genkit Go vs ADK Go 2.0: A Hands-On Look at Boilerplate and Low-Level Control

The same eight programs built with Genkit Go and ADK Go 2.0: where ADK makes you pay an "agent tax" and where Genkit lets you drop lower.

October 20, 2026

by Xavier Portilla Edo

CORE

· 729 Views

OwlVigil Open-Sources Its Go SDK for Enterprise AI

Discover OwlVigil's open-source Go SDK for integrating AI gateway APIs, model routing, cost management, access control, and observability.

October 20, 2026

by Jake Tao

· 930 Views

MCP Is Coming to Your Desktop Applications

Diptych shows how MCP can turn an ordinary personal productivity application into a tool an external AI agent can understand and control.

October 20, 2026

by Peter Verhas

CORE

· 952 Views

5 Identity Patterns Your AI Agents Need Before They Touch Production

Five identity patterns every AI agent in production needs: own identity, scoped delegation, ephemeral credentials, per-tool authorization, provenance chain.

October 19, 2026

by Rodrigo Martinez Pinto

· 902 Views

A Reference Architecture for Constrained AI-Assisted Design

This article describes an alternative reference architecture, bounded generation, where the space of possible outputs is constrained up front.

October 19, 2026

by Mahesh S

· 923 Views

One Database, Two Models: Building AI-Friendly Java Applications With MySQL JSON Duality Views

Explore MySQL JSON Duality Views in Java: simpler reads, safe document writes, ORM comparisons, and read-only tools for a local AI assistant.

October 19, 2026

by A N M Bazlur Rahman

CORE

· 982 Views · 1 Like

Getting Hands-On With Monitoring AI Agents and Models in Gemini Enterprise Agent Platform

Learn how to monitor agents and models using Cloud Trace, Cloud Logging and Cloud Monitoring to track metrics around usage, token consumption and runtime activity.

October 16, 2026

by Jaimin Suketu Patel

· 1,284 Views

Designing AI for Long-Running Tasks: Looking Beyond More Context

Thinking beyond longer context as AI systems take on tasks that can last up to several days, multiple systems, and environments.

October 16, 2026

by Supriya Vijay

· 1,073 Views

Feature Engineering Techniques That Actually Improve Model Accuracy

Feature engineering, not model swapping, drives most accuracy gains — via imputation, encoding, skew correction, interaction features, and feature selection

October 16, 2026

by David Taiwo Balogun

· 1,093 Views · 1 Like

The Five Stages of AI Adoption: A Practical Maturity Model for Software Teams

AI adoption should be measured by how much responsibility, integration and control AI has inside real workflows, not by how many people have chatbot access.

October 15, 2026

by Muhammad Asadullah (Asad)

· 1,423 Views · 2 Likes

AI-Era Cybersecurity, Part 2: Building the System Context, Governance and Agent Identity

Learn why AI agents writing patches need to be treated as privileged identities rather than features, and the frameworks like CISA's four-factor test, KEV, and SBOM.

October 15, 2026

by Vidyasagar (Sarath Chandra) Machupalli FBCS

CORE

· 1,052 Views · 1 Like

Meta's New Muse Wonder Models Challenge OpenAI, but Access Comes With Limits

Meta's Muse Wonder AI models challenge OpenAI and Anthropic with new agent capabilities. Explore benchmark results, pricing, access restrictions, and privacy risks.

October 15, 2026

by Aminu Abdullahi

· 3,885 Views · 1 Like

DeepSeek Eyes $400M Robotics AI Startup in New Funding Push

DeepSeek reportedly plans to lead funding for Chinese robotics AI startup Winverse at a $400 million valuation, signaling a broader push into physical AI.

October 14, 2026

by Aminu Abdullahi

· 3,910 Views

A Brown-Bag Project: babbler

babbler is a tiny, MIT-licensed brown-bag project that turns any counter number into a guaranteed-unique, pronounceable two-word name.

October 14, 2026

by Peter Verhas

CORE

· 1,024 Views

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