AI/ML Resources

A complete, practical guide to agentic AI systems covering single versus multi-agent architectures and the six core design patterns.

September 16, 2026

by Ram Ghadiyaram

CORE

· 3,155 Views · 3 Likes

Policy-as-Code for AI Systems: Enforcing Governance at the Infrastructure Layer

The compliance policy existed. The model didn't care. Turning AI governance from a signed document into infrastructure gates nothing can bypass

September 16, 2026

by Anusha Mukka

· 2,826 Views · 3 Likes

Microsoft’s New AI Rules Say Models Must Never Resist Human Shutdown

Microsoft has drafted a “Humanist AI” code requiring future models to accept human shutdown, follow non-negotiable safety rules, and remain under control.

September 15, 2026

by Aminu Abdullahi

· 3,718 Views · 1 Like

Altman, Musk Back Amodei’s AI Warning: The Frontier May Be Moving Too Fast

Dario Amodei called for slower frontier AI development, with Sam Altman and Elon Musk signaling support amid growing concerns over safety and cybersecurity.

September 15, 2026

by Aminu Abdullahi

· 3,482 Views · 2 Likes

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

· 2,571 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

· 2,455 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

· 1,891 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

· 2,400 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

· 2,577 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

· 1,753 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

· 2,521 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

· 3,555 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

· 2,684 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

· 3,737 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

· 3,178 Views · 2 Likes