Latest Articles

Most Automation Failures Aren’t Bugs — They’re Boundary Problems

Most failures aren’t bugs — they’re broken assumptions between systems. Focus on boundaries, not just code, to debug faster.

July 16, 2026

by Gayathri Bolineni

· 2,479 Views · 4 Likes

Python in 2026: uv vs Poetry vs pip: The Definitive Comparison

Use pip for legacy, poetry for publishing, uv for everything new in 2026- faster, simpler, easy to setup in 2026 and modern.

July 16, 2026

by Varun Joshi

· 2,179 Views

Your Agent Trusts That Wiki. Should It?

AI agents need more than execution correctness. Instruction provenance must be a first-class security property before privileged actions are trusted.

July 16, 2026

by Abhinav Srivastava

· 3,965 Views

AI Agent Harness Lock-In: 5 Portability Tests to Run Before You Commit

Five harness portability tests — memory, tools, skills, orchestration, and governance — that reveal what you trade when committing to an AI agent platform.

July 16, 2026

by Deneesh Narayanasamy

· 2,250 Views

Your AI Agent Trusts Every Tool It's Ever Been Introduced To; That's the Whole Problem

Learn about the 2026 MCP security crisis and a capability provenance architecture that detects tool drift, blocks attacks, and strengthens AI agent security.

July 16, 2026

by Igboanugo David Ugochukwu

CORE

· 2,417 Views · 1 Like

Building Offline-First iOS Applications with Local Data Storage

Treat local storage as the source of truth, write to disk before the network, and sync later, as the network is a transport, not a requirement.

July 15, 2026

by Uthej Mopathi

· 1,944 Views

Cloud Cost Optimization Was Hard; AI Cost Optimization Will Be Worse.

Cloud cost optimization was hard because cloud made infrastructure consumption easy; AI cost optimization will be worse because AI makes decision consumption easy.

July 15, 2026

by Raghava Dittakavi

CORE

· 3,864 Views · 1 Like

Jakarta NoSQL 1.1: Advancing Polyglot Persistence for Jakarta EE 12

Jakarta NoSQL 1.1 brings Jakarta Query integration, projections, fluent updates, and automatic converters, strengthening polyglot persistence in Jakarta EE 12.

July 15, 2026

by Otavio Santana

CORE

· 2,882 Views · 1 Like

You Already Have an AI Working Agreement. Write It Down.

You already have an AI working agreement. Now, write it down to turn scattered AI decisions into an inspectable artifact.

July 15, 2026

by Stefan Wolpers

CORE

· 2,797 Views · 1 Like

Architecting Autonomous Network Ecosystems: From Reactive Monitoring to Agentic AI Orchestration

A strategic blueprint for integrating sophisticated multi-agent systems designed to drive proactive, zero-touch network operations.

July 15, 2026

by Daniel Oh

CORE

· 3,935 Views · 2 Likes

Debugging and Performance Tuning in Pega Using PAL, Tracer, and Clipboard

Use PAL to find where time and memory go, Tracer to see which rule caused it, and Clipboard to confirm the state in that order, every time.

July 15, 2026

by Anil guntupalli

· 2,443 Views

Does 100% Code Coverage Mean Tested?

Learn why 100% code coverage doesn't guarantee software quality, and how behavior coverage and mutation testing provide more meaningful testing insights.

July 15, 2026

by Stelios Manioudakis

CORE

· 3,344 Views · 1 Like

Agents, Tools, and MCP: A Mental Model That Actually Helps

Why more layers doesn't mean a better AI system, and how to think about agents, tools, memory, and MCP as building blocks you actually control.

July 15, 2026

by Jennifer Reif

CORE

· 3,351 Views

How to Build a Brand Monitoring Dashboard With SerpApi and Python

Track your brand across Google News, YouTube, and online discussions in a single Python dashboard with data from SerpApi.

July 14, 2026

by Tomas Murua

· 2,730 Views · 1 Like

12 Factor Framework for Building Secure and Compliant Cloud Applications

Learn how a practical 12-factor framework embeds security, compliance, resilience, and governance into cloud-native applications.

July 14, 2026

by Josephine Eskaline Joyce

CORE

· 2,742 Views · 3 Likes

GraphRAG in Practice Using Spring AI, Neo4j, and Goodreads Data

Building a GraphRAG application with Spring AI and Neo4j, covering data modeling, Cypher-based data loading, vector search, and key gotchas.

July 14, 2026

by Akmal Chaudhri

CORE

· 4,848 Views · 3 Likes

Compliance Reporting Without Losing the Spreadsheet or the Control

Keep the spreadsheet UI for domain experts, but move validation, execution, logging, and export into a governed Java application.

July 14, 2026

by Hawk Chen

CORE

· 3,102 Views · 2 Likes

Do We Test Just to Find Bugs?

Framing testing as just a bug-finding activity results in a number of consequences that this article discusses.

July 14, 2026

by Stelios Manioudakis

CORE

· 3,800 Views · 2 Likes

Scaling Teams, Scaling Systems: Unlocking Developer Productivity With Platform Engineering

Platform engineering scales teams and systems, streamlines workflows, and reduces friction—driving faster delivery, collaboration, and sustainable growth.

July 14, 2026

by Ammar Husain

CORE

· 2,603 Views · 1 Like

AWS Glue ETL Design Principles for Production PySpark Pipelines

Learn eight AWS Glue ETL design principles for building production PySpark pipelines that are maintainable, scalable, observable, and cost-efficient.

July 14, 2026

by Janani Annur Thiruvengadam

CORE

· 3,193 Views · 2 Likes

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