AI/ML Resources

Agentic System Design in Practice: The Technical Debt in Enterprise Agentic Systems

Only a small fraction of real-world agentic systems is composed of an agent or an LLM. The required surrounding infrastructure is vast and complex. Sounds familiar? It is.

September 15, 2026

by Aakanksha Joshi

· 2,507 Views · 2 Likes

Small Language Models on Apple Silicon for Responsive AI Applications

Learn how Apple Silicon, Core ML, MLX, and Foundation Models enable fast, private, and responsive AI by running small language models directly on iOS and macOS devices.

September 15, 2026

by Uthej Mopathi

CORE

· 2,312 Views · 3 Likes

Distributing Massive AI Models With Network-Layer Multicast

This article explains why network-layer multicast solves the bottleneck, how it works in practice, and where it still falls short.

September 15, 2026

by Vijayananda jayaraman

· 1,809 Views · 4 Likes

How I Built a Storage System for My Agent’s Memory

Learn why an agent's memory is more than a chat history and how to build a small, testable storage that agents can use across tasks.

September 14, 2026

by Markus Eisele

· 2,289 Views · 4 Likes

Data Governance for the Agentic Era

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

· 2,426 Views · 3 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

· 1,657 Views · 3 Likes

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

· 2,422 Views · 1 Like

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

· 3,229 Views · 2 Likes

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

· 2,635 Views · 3 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

· 3,580 Views · 2 Likes

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 Pugh

· 3,108 Views · 2 Likes

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

· 3,222 Views · 2 Likes

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

· 2,663 Views · 2 Likes

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

· 3,931 Views · 3 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

· 2,653 Views · 2 Likes

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

· 14,072 Views · 4 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

· 2,982 Views · 2 Likes

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

· 3,170 Views · 2 Likes

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

· 2,870 Views · 2 Likes

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

· 3,023 Views · 2 Likes

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