Latest Articles

Predict, Repeat, Improve: Deterministic Simulation Testing Explained

Explore deterministic simulation testing — how predictable, repeatable outcomes boost QA, reliability, and confidence for engineers and architects.

September 29, 2026

by Ammar Husain

CORE

· 1,881 Views · 4 Likes

Detection and Response Did Its Job. Now Someone Has to Actually Fix It.

Here’s how attack evidence, ownership mapping, root cause tracing, developer routing, and retesting turn a contained incident into an actual fix.

September 29, 2026

by Philip Piletic

CORE

· 1,612 Views · 1 Like

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

· 6,669 Views · 3 Likes

How to Test POST API Requests With Playwright TypeScript

Learn how to test POST API requests in Playwright with TypeScript using static JSON objects and arrays, JSON.stringify(), JSON files, and the Faker library.

September 29, 2026

by Faisal Khatri

CORE

· 1,074 Views · 1 Like

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

· 1,446 Views · 2 Likes

Jakarta Batch in Practice: Reliable Chunk-Oriented Processing for Enterprise Workloads

Jakarta Batch gives enterprise apps a standard model for long-running data processing with jobs, steps, readers, processors, writers, checkpoints, and tunable execution.

September 29, 2026

by Otavio Santana

CORE

· 1,647 Views · 3 Likes

The Warning That Never Stops the Agent

Deepagents tracks real session cost but only shows a toast. Nothing stops the loop from spending past a limit. A before_model hook that can jump to "end" closes that gap.

September 29, 2026

by Ninaad Rao

CORE

· 1,072 Views · 1 Like

Jakarta Faces Flow Scope: Managing Multi-Step UX Without Session State

Jakarta Faces @FlowScoped preserves state across views without using the entire session, making it ideal for wizards, onboarding, checkout, and multi-step workflows.

September 29, 2026

by Otavio Santana

CORE

· 1,267 Views · 1 Like

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

· 1,268 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

· 1,621 Views · 3 Likes

Beyond Screenshots: Building Replayable Production Diagnostics for Hard-to-Reproduce Bugs

Capture privacy-safe production event timelines to reconstruct failures, correlate backend activity, and diagnose bugs that screenshots cannot explain reliably.

September 28, 2026

by Uthej Mopathi

CORE

· 820 Views · 3 Likes

The Request Timed Out, But the Payment Succeeded: Building Retry-Safe Mobile APIs

Build retry-safe mobile APIs that prevent duplicate transactions during network failures, timeouts, and automatic retries.

September 28, 2026

by Uthej Mopathi

CORE

· 1,108 Views · 4 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

· 1,073 Views · 3 Likes

Building a Product Recommendation Engine With Neo4j — No ML Library Required

A graph models customers, products, categories and tags, making collaborative filtering, co-purchase analysis, content similarity, and trending queries graph traversals.

September 28, 2026

by Akmal Chaudhri

CORE

· 1,200 Views · 1 Like

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

· 1,085 Views · 1 Like

Stop Paying a Model to Make Decisions You Already Made

A skill that spells out a fixed procedure in prose makes Claude re-decide it every run. Here's how to measure that cost using data Claude Code already emits.

September 28, 2026

by Amith Reddy Ravuru

· 1,190 Views · 1 Like

Beyond Batch: Engineering Enterprise Systems for Real-Time Decisioning

Batch processing works well for many workloads, but real-time decisioning requires event-driven architecture designed for resilience, observability, and failure handling.

September 25, 2026

by Prem Kumar Gadhanki

· 1,568 Views