AI/ML Resources

Designing Safe Agent Permissions: Why Least Privilege Must Exist Outside the Model

AI agents need least-privilege permissions, scoped identities, and policy controls to safely execute actions without exceeding their intended authority.

September 4, 2026

by Igboanugo David Ugochukwu

CORE

· 3,095 Views · 2 Likes

Enterprises Should Assume AI Agents Will Delete Their Production Base

AI agents will eventually take a destructive action your stack never planned for. Here are five ways to strengthen your identity strategy before agents find the gaps.

September 3, 2026

by Meir Wahnon

· 2,678 Views · 3 Likes

Making Running Optional: Scaling AI Agents on Kubernetes With Agent Substrate

Learn how an early-stage open-source project separates workload lifecycle from compute allocation for bursty, stateful, and massively concurrent AI workloads.

September 3, 2026

by Mayowa Fajobi

· 2,887 Views · 1 Like

Extracting Entities and Relationships From Engineering Documents With spaCy

Learn how to extract domain-specific entities and relationship triples from engineering documents using spaCy, custom entity rules, and Python.

September 2, 2026

by Sriharsha Makineni

· 2,620 Views · 3 Likes

Golden Prompts: Turning AI Prompting into an Engineering Practice

Golden prompts turn ad hoc AI prompting into reusable, governed engineering assets for consistent, secure, high-quality outcomes.

September 2, 2026

by Josephine Eskaline Joyce, Ph.D

CORE

· 2,948 Views · 2 Likes

Beyond Agent-Washing: The Engineering Principles Behind Production-Ready AI Agents

Enterprise AI agents need secure execution boundaries, deterministic logic, identity, governance, and auditing—not just intelligent models—to safely act in production.

September 2, 2026

by Igboanugo David Ugochukwu

CORE

· 3,198 Views · 1 Like

Enterprise Architecture in the AI Era: Tools, Capabilities, and the Road to Autonomy

EA tools centralize business and IT data to improve alignment, governance, decision-making, and portfolio management while enabling AI-driven automation.

September 1, 2026

by Dr Gopala Krishna Behara

CORE

· 4,634 Views · 4 Likes

Your Quantized LLM Is Not Slow Because of the Quantization

My 2-bit model was slow because of a 778 MB memory copy per token, not the quantization. Profile what you did not compress.

September 1, 2026

by Pier-Jean MALANDRINO

CORE

· 2,763 Views · 1 Like

How to Detect AI-Generated Images in C# Using an API

Build a C# workflow that analyzes uploaded images for signs of AI generation and turns the returned risk score into a practical application decision.

September 1, 2026

by Brian O'Neill

CORE

· 3,456 Views · 2 Likes

The AI Gateway Pattern That JPMorgan, Stripe, and Every Smart Fintech Is Quietly Standardizing On

Every microservice calling OpenAI directly is a $4,000/month surprise waiting to happen. The shift nobody's writing about — but everyone at scale is building.

September 1, 2026

by Dinesh Elumalai

CORE

· 3,265 Views · 3 Likes

Evolve or Automate: What It Actually Means to Be an AI-Native Data Engineer

The role isn't disappearing. But if you're still doing the same job you were doing two years ago, you're already behind.

September 1, 2026

by Janani Annur Thiruvengadam

CORE

· 4,018 Views · 2 Likes

Secure AI Systems: Defending Enterprise Applications Against Agent-Era Threats

Secure enterprise AI agents with zero-trust, prompt defenses, identity isolation, secure orchestration, and continuous observability against emerging agent-era threats.

August 31, 2026

by Uthej Mopathi

CORE

· 2,655 Views · 4 Likes

How to Monitor AI Models Without Drowning in Alerts

In this article, we will discuss monitoring AI models wisely. Prioritize actionable alerts so that real issues stand out instead of getting lost in the noise.

August 28, 2026

by Aditya Shrivastava

· 3,108 Views · 3 Likes

The Reasoning Control Plane: The Missing Architectural Layer in Multi-Agent Systems

Multi-agent systems lack a governance layer for reasoning. The Reasoning Control Plane addresses this with shared context, A2A access controls, observability, guardrails.

August 28, 2026

by Sushree Mishra

· 2,674 Views · 3 Likes

Why AI Projects Stall Between Proof of Concept and Production

Many AI projects succeed as prototypes but fail in production due to data, integration, governance, monitoring, and other challenges. Let's find out more.

August 28, 2026

by Vikrant Bhalodia

· 2,705 Views · 3 Likes

How Engineering Teams Can Build Trustworthy AI Systems Before They Reach Production

How engineering teams can test, monitor, and govern AI systems before deployment to catch failures early and ensure they’re ready for production.

August 27, 2026

by Olamilekan Lamidi

· 4,411 Views · 1 Like

Orchestrating CNN Training and Inference Workflows With Temporal

Temporal makes CNN training and inference resilient with durable orchestration, automatic retries, checkpoint-based recovery, and reliable workflow execution.

August 27, 2026

by Akhil Madineni

CORE

· 3,181 Views · 4 Likes

The AI Delegation Lifecycle: Your Team Has AI Outputs. Where Are the Decisions?

The AI Delegation Lifecycle helps teams govern AI work through six stages: decide, route, hand over, define done, inspect, and roll up.

August 27, 2026

by Stefan Wolpers

CORE

· 3,102 Views · 2 Likes

How to Connect a Foundry IQ Knowledge Base to LangGraph Over MCP

This guide walks through the setup, MCP response, Entra token refresh, and how to avoid conflicts between LangGraph’s planner and Foundry IQ’s agentic retrieval planner.

August 26, 2026

by Jubin Soni, FBCS

CORE

· 7,029 Views · 3 Likes

Building a Software Factory With AI Agents and Workflows

In this article, we’ll explore how to build a complete software factory from scratch, leveraging AI agents to transform the entire software development lifecycle.

August 26, 2026

by Pavan Belagatti

CORE

· 4,057 Views · 2 Likes

The Latest AI/ML Topics