AI/ML Resources

Explore 10 Product Backlog anti-patterns that AI can make worse by masking dysfunction, missing evidence, and flawed decision-making.

October 2, 2026

by Stefan Wolpers

CORE

· 891 Views · 2 Likes

How a 30B Model Runs on Your Laptop

Big tech builds massive GPU data centers for LLMs, yet laptops can run models like Llama or Mistral locally. How is this done?

October 1, 2026

by Akash Lomas

· 1,692 Views · 1 Like

Embabel vs LangGraph4j: Two Agentic Philosophies for Investment and Risk Analysis in BFSI

The architectural divide between state-machine rigidity and agentic flexibility in financial systems, comparing stateful, multi-agent workflows.

October 1, 2026

by Soham Sengupta

· 1,105 Views · 1 Like

Are Passphrases Still Secure in the Age of AI?

Passphrases have long been considered the most pragmatic answer to weak passwords, but the usage of AI raises a fair question: does "long and random" still hold up today?

October 1, 2026

by Constantin Kwiatkowski

· 1,061 Views · 1 Like

Designing a Role-Aware Runtime for AI Avatar Systems

Use one shared runtime for AI avatars, with role profiles and adapters managing safety, tools, streaming, and each embodiment.

October 1, 2026

by Himanshu Gautam

· 935 Views · 1 Like

Git Blame Isn’t Enough: Building Verifiable Provenance for AI-Generated Code

AI-generated code needs verifiable provenance linking intent, context, models, edits, approvals, commits, and artifacts across the software lifecycle.

September 30, 2026

by Uthej Mopathi

CORE

· 1,127 Views · 3 Likes

Meta Wants to Run Your Business With AI — Microsoft and Salesforce Have a New Rival

Meta launches Enterprise Platform, bringing Muse, Business Agent and AI tools to companies as it takes on Microsoft and Salesforce.

September 30, 2026

by Ai Cerrudo

· 1,266 Views · 1 Like

Engineering Self-Healing SQL Pipelines With LLMs: Validation, Guardrails, and Safe Recovery

Build self-healing SQL pipelines where LLMs propose repairs while deterministic validation, guardrails, and execution controls protect production systems.

September 30, 2026

by Uthej Mopathi

CORE

· 947 Views · 3 Likes

OpenAI ‘o’ Leak: What We Know About ChatGPT’s Always-On Assistant Before DevDay

OpenAI may be testing an always-on ChatGPT assistant called “o,” with leaked references pointing to possible email functionality and ChatGPT Pro placement.

September 29, 2026

by DZone Staff

· 2,441 Views · 2 Likes

A Deep Dive into the Microsoft Foundry Document Intelligence SDK: From PDF to Structured Data

A hands-on guide to Microsoft Foundry Document Intelligence SDK for extracting text, structured fields, and document data from PDFs for RAG and AI pipelines.

September 29, 2026

by Jubin Soni, FBCS

CORE

· 6,239 Views · 3 Likes

Mistaking Code Production for Engineering Progress: AI Productivity Myths Part 1

In this article, you will learn why lines of code generated are almost meaningless as a measure of AI-assisted development.

September 29, 2026

by Gaurav Gaur

CORE

· 1,152 Views · 2 Likes

AI Coding Is Moving From Trusting the Model to Constraining What It Can Do

AI coding is shifting from trusting models to constraining them with permissions, tools, and deterministic checks. BUBAS applies the same idea to business logic.

September 28, 2026

by Peter Verhas

CORE

· 957 Views · 1 Like

From Giant Prompts to On-Demand Skills: Build an Extensible AI Agent With Progressive Disclosure

Progressive disclosure replaces giant prompts with lightweight skill summaries and on-demand instructions, keeping AI agents focused and extensible.

September 28, 2026

by Akhil Madineni

CORE

· 1,107 Views · 3 Likes

The Agent Changed Its Plan Mid-Run: Reconciling AI Decisions With Completed Temporal Activities

Reconcile AI plan changes with completed Temporal Activities using versioned plans, idempotent execution, and compensation rather than retroactive rollback.

September 28, 2026

by Akhil Madineni

CORE

· 869 Views · 3 Likes

Why Incident Response Needs Memory, Not Just Intelligence

LLMs are excellent at reasoning, but effective incident response depends just as much on remembering previous incidents and organizational operational context.

September 28, 2026

by Akshay Pratinav

· 888 Views · 1 Like

Software Quality Habits and AI

Software quality depends on daily habits. Learn how small habits compound and how AI can strengthen quality while weakening engineering judgment.

September 25, 2026

by Stelios Manioudakis

CORE

· 2,510 Views · 3 Likes

Can Your Team Name the Work It Already Runs With AI?

The AI Workflow Inventory gives teams a shared list of recurring AI work, creating the foundation for A3 delegation decisions.

September 25, 2026

by Stefan Wolpers

CORE

· 1,607 Views · 3 Likes

Locking Down the Enterprise: Data Security Patterns for AI Integrations

Learn how to secure enterprise data in AI systems using data classification, access controls, encryption, vendor controls, prompt security, and output validation.

September 25, 2026

by Balaji Venkatasubramaniyar

CORE

· 1,504 Views · 1 Like