Latest Articles

Coding Agents Need a Feedback Loop; Cloud-Native Systems Make That Hard

The utility of coding agents compounds with the quality of their feedback loop. In cloud-native systems, closing that loop involves solving two problems.

April 23, 2026

by Arjun Iyer

· 2,504 Views

The LLM Selection War Story: Part 1 - Why Your Model Selection Process is Fundamentally Broken

Benchmark scores predicted our LLM would succeed. It failed spectacularly. Here's why 92% vs 89% means nothing and what metrics actually matter in production.

April 23, 2026

by Dinesh Elumalai

CORE

· 3,035 Views

Observability on the Edge With OTel and FluentBit

Master edge observability with OTel and Fluent Bit, leveraging tail sampling, persistent queues, and footprint optimization.

April 23, 2026

by Graziano Casto

CORE

· 2,983 Views

The Bandwidth Tax Nobody Warned You About

Bandwidth — not compute — drives cloud costs. Optimize data movement, compression, and locality, or risk massive bills from hidden data transfer inefficiencies.

April 23, 2026

by David Iyanu Jonathan

· 2,027 Views

Agent Skills Explained for Developers

Agent skills are the hottest trend now, and this article explains what they are, why they matter, and how to build one with a detailed guide.

April 23, 2026

by Pavan Belagatti

CORE

· 2,517 Views · 1 Like

CI/CD Integration: Running Playwright on GitHub Actions: The Definitive Automation Blueprint

Learn how to automate Playwright tests on GitHub Actions for faster, more reliable CI/CD pipelines and consistent test execution.

April 23, 2026

by Priti Gaikwad

· 2,385 Views

The Pod Prometheus Never Saw: Kubernetes' Sampling Blind Spot

Prometheus sampling gaps are irreducible — reducing the scrape interval just moves the threshold. The Kubernetes watch API eliminates it entirely.

April 23, 2026

by Shamsher Khan

CORE

· 2,401 Views · 1 Like

When AI Agents Get It Wrong: The Accountability Crisis in Multi-Agent Systems

Multi-agent AI systems need built-in accountability. With the right logging and observability setup, when agents fail, you can see what happened and why.

April 23, 2026

by Michael Bogan

CORE

· 1,936 Views

Boosting React.js Development Productivity With Google Code Assist

Google Code Assist boosts React.js productivity by generating context-aware code inside VS Code, helping developers move faster without sacrificing code quality.

April 23, 2026

by Rajgopal Devabhaktuni

· 2,170 Views · 1 Like

Revolutionizing Scaled Agile Frameworks with AI, MuleSoft, and AWS: An Insider’s Perspective

AI + MuleSoft + AWS enhance SAFe with automated insights, better integration, and smarter DevOps—guided by human judgment.

April 22, 2026

by Abhijit Roy

· 2,851 Views

Reconciling Privacy Preferences Across Two Datastores With Snowflake and Airflow

This article explains how to turn privacy preference mismatches into a real compliance control using clear matching rules, safe fixes, and full auditability.

April 22, 2026

by Meihui Chen

· 2,250 Views

Stop Adding Indexes: What's Actually Slowing Your SQL Server Queries When SSIS Loads Data

The default response to a slow query is "add an index." Sometimes that's correct. More often, the index isn't the problem.

April 22, 2026

by Abhilash Rao Mesala

· 2,420 Views

Clean Code: Structs, Methods, and Composition Over Inheritance, Part 2

After 6 years of Go, always use painter receivers with mutexes, prefer composition over inheritance, and stop writing Java-style getters for everything.

April 22, 2026

by Vladimir Yakovlev

· 2,329 Views · 1 Like

The Rollback Problem: Implementing Transactional Boundaries in Agentic Loops

Learn how to leverage the Saga pattern, sandboxes, and idempotent tooling to define transactional boundaries and prevent failure loops in AI agents.

April 22, 2026

by Sidhesh Badrinarayan

· 2,203 Views

What AI Systems Taught Us About the Limits of Chaos Engineering

AI-driven infrastructure is non-deterministic. Chaos testing ensures systems maintain intended behavior under stress, improving reliability and safety.

April 22, 2026

by Sayali Patil

· 8,962 Views · 6 Likes

The Invisible OOMKill: Why Your Java Pod Keeps Restarting in Kubernetes

A Kubernetes pod may restart due to an OOMKill when the Java process exceeds the container’s memory limit. JVM memory tuning and correct resource limits prevent crashes.

April 22, 2026

by Ramya vani Rayala

· 9,342 Views · 9 Likes

Designing a “People You May Know” System With Graph Neural Networks

This article explains a practical design for a LinkedIn-style “People You May Know” system, focusing on real-world tradeoffs, graph embeddings, and low-latency serving.

April 22, 2026

by Deepu Komati

· 2,525 Views · 2 Likes

Algorithmic Circuit Breakers: Engineering Hard Stop Safety Into Autonomous Agent Workflows

Autonomous agents fail by persisting: they retry, replan, and chain tools, increasing risk, cost, and potential blast radius without strict safety controls.

April 22, 2026

by Williams Ugbomeh

· 2,721 Views · 1 Like

AWS Bedrock: The Future of Enterprise AI

Amazon Bedrock simplifies enterprise AI with multi-model access, built-in security, RAG, and scalable, no-infrastructure deployment.

April 21, 2026

by Subrahmanyam Katta

· 5,094 Views · 2 Likes

Demystifying Intelligent Integration: AI and ML in Hybrid Clouds

AI and ML are transforming hybrid clouds with edge intelligence, federated learning, and explainable, scalable integration.

April 21, 2026

by Abhijit Roy

· 3,471 Views

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