AI/ML Resources

This article explores how modern data governance and AI-ready architecture help enterprises manage data quality, risk, compliance, and AI at scale.

September 14, 2026

by Dr Gopala Krishna Behara

CORE

· 1,830 Views · 2 Likes

A Practical Framework for Scoping an AI Proof of Concept

Most AI POCs fail at scoping, not coding. Set one measurable goal, verify the data, box the time and cost, and agree kill criteria before you build.

September 14, 2026

by Paul Schloss

· 1,339 Views · 1 Like

A Firewall for AI Agents: Enforce Authority at Every Tool Call

The control that actually stops an AI agent from causing harm runs on its tool calls, not on the words going into the model.

September 14, 2026

by Jithu Paulose

· 1,984 Views

When TypeScript Types Meet Untrusted AI: Building Type-Safe LLM Pipelines With Runtime Validation

Learn in this article how to treat LLM output as unknown until runtime schema validation proves it safe for typed application logic.

September 11, 2026

by Bhanu Sekhar Guttikonda

CORE

· 2,490 Views · 1 Like

Your AI Coding Assistant Stopped Suggesting and Started Shipping. Now What?

Coding assistants are evolving beyond autocomplete. Here's how coding agents are changing software development and why human judgment still matters.

September 11, 2026

by Atul Kumar

· 2,393 Views · 2 Likes

Prompt Caching: Overriding Tokenization for Faster and More Cost-Effective AI

Prompt caching allows AI systems to reuse the processing of unchanged token sequences, resulting in faster inference, lower latency, and reduced costs.

September 11, 2026

by Ravi Ranjan Shahi

· 3,039 Views

Member Spotlight: Abhishek Sharma

Meet DZone community member Abhishek Sharma as he shares his tech journey, continuous learning, enterprise architecture insights, and life beyond work.

September 11, 2026

by Dominique Roller

· 2,890 Views · 1 Like

Angular Apps Don’t Need Another Chatbot: Building Agentic UI Workflows With TypeScript

Build agentic Angular UIs with typed events, Signals, explicit capabilities, human approval, and controlled rendering using AG-UI, A2UI, and WebMCP.

September 10, 2026

by Bhanu Sekhar Guttikonda

CORE

· 2,522 Views · 1 Like

Dashboards and Queries for Apache Kafka

Apache Kafka dashboards: when to use them, how to support different query types, and why a context engine often makes the difference.

September 10, 2026

by Kai Wähner

CORE

· 2,305 Views · 1 Like

A Field Guide to AI Agent Frameworks

This piece covers the managed AI teammate apps, the open-source runtimes you host yourself, and the developer frameworks you write code.

September 10, 2026

by Vidyasagar (Sarath Chandra) Machupalli FBCS

CORE

· 3,041 Views · 2 Likes

From 3:00 AM Panic to Confidence: How I Use AI During On-Call Incidents

Learn in this article how AI can speed up incident investigation during on-call rotations without replacing human judgment.

September 10, 2026

by NaveenKumar Namachivayam

CORE

· 2,306 Views · 1 Like

Foundry IQ Auth, Explained: Managed Identity, OBO, and Everything Between

Understand Foundry IQ authentication, including Managed Identity, OBO tokens, knowledge bases, and permission-aware retrieval for secure AI agents.

September 9, 2026

by Jubin Soni, FBCS

CORE

· 2,573 Views · 2 Likes

Pipelines on Fire: Why Your CI/CD Tools Are the New Cyber Battlefield

Learn why CI/CD pipelines are becoming major security targets and how to protect runners, secrets, AI tools, and software supply chains.

September 9, 2026

by Igboanugo David Ugochukwu

CORE

· 2,771 Views · 1 Like

Kubernetes Says Ready. Your LLM Still Isn’t.

Kubernetes can say Ready before an LLM can infer. Measure the gap, then make the readiness check a real inference in production.

September 9, 2026

by Shamsher Khan

CORE

· 2,608 Views · 1 Like

RavenDB Launches Quill to Bring Production AI Agents to Enterprise SQL Systems, No Migration Required

The new context layer connects to existing SQL databases and builds a governed, model-agnostic foundation for AI agents running on live operational data, in weeks rather than years.

September 9, 2026

by Technology Wire

· 2,441 Views · 1 Like

Apple-OpenAI Fight Escalates With New MacBook Evidence

Apple says evidence from a former engineer’s MacBook strengthens its trade secret case against OpenAI as the companies clash over AI hardware and hiring.

September 8, 2026

by Aminu Abdullahi

· 2,891 Views · 1 Like

Optimize an AI Agent to Sound Human, Judged by an AI Detector

Use LaunchDarkly agent optimization to make an AI agent's replies sound human against GPTZero, an AI detector, as an inverted judge.

September 8, 2026

by Scarlett Attensil

· 2,553 Views · 1 Like

Why AI Hallucinations Are a Quality Engineering Problem

Most enterprise QA teams aren't equipped to detect AI hallucinations. Here's the testing framework they need with code examples and real-world scenarios.

September 8, 2026

by Rajeshkumar Rajaseakaran Nair

· 2,436 Views · 2 Likes

What Actually Makes AI Infrastructure Agents More Reliable (It's Not More Agents)

Single AI agents fail during incidents. Four specialized agents — supervisor, telemetry, reasoning, action — handle observability more reliably.

September 8, 2026

by Kinjal Vaishnav

· 1,908 Views · 1 Like

Architecting Trust: Agentic Microservice Testing Strategies in the Era of Non-Deterministic AI

Learn how to test, monitor, and deploy reliable agentic AI and multi-agent systems in enterprise environments using modern testing and CI/CD strategies.

September 8, 2026

by Viquar Khan

CORE

· 2,306 Views

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