Latest Articles

AWS SageMaker HyperPod: Distributed Training for Foundation Models at Scale

Master distributed training at scale with AWS SageMaker HyperPod's resilient cluster management and high-performance interconnects.

February 19, 2026

by Jubin Abhishek Soni

CORE

· 1,466 Views

Automating Unix Security Across Hybrid Clouds

Here is an architectural pattern for building a fully automated, cross-cloud patching engine using GitLab CI, Docker, and Ansible.

February 19, 2026

by Dippu Kumar Singh

· 1,827 Views

Tools for Building Deterministic LLM Systems

LLMs are never deterministic, but with sufficient testing, you can push LLM-driven workflows close to the reliability bar of traditional software.

February 19, 2026

by Cornelius Renken

· 2,541 Views

Mastering Serverless Data Pipelines: AWS Step Functions Best Practices for 2026

AWS Step Functions is central to modern serverless data engineering, yet many teams struggle to build pipelines that scale reliably in production.

February 19, 2026

by Jubin Abhishek Soni

CORE

· 1,994 Views

Jetpack Navigation 3 is a Compose-first redesign that replaces NavController and navigation graphs with a state-driven model where you own the back stack

February 19, 2026

by Artsiom Seliuzhytski

· 1,407 Views

The Future of Agentic AI

Agentic AI replaces passive chatbots with goal-driven agents, while MCP standardizes tools to enable safe, scalable human-AI collaboration.

February 19, 2026

by John Vester

CORE

· 2,673 Views · 2 Likes

The Developer’s Guide to Local LLMs: Building, Running, and Scaling With Ollama

The article discusses local LLMs through practical examples and, in depth, examines their limitations and specific aspects of real-world use.

February 19, 2026

by Iurii Iurchenko

· 2,782 Views · 5 Likes

Embedding Store as a Platform on AWS: OpenSearch + Bedrock + S3 Needs SLAs, Governance, and Quotas

Vector search is not "just OpenSearch." It just needs to be run as a platform with SLAs, governance, and quotas to control drift, leaks, and out-of-control costs.

February 19, 2026

by Anusha Kovi

CORE

· 1,346 Views · 1 Like

Production-Ready Observability for Analytics Agents: An Open Telemetry Blueprint Across Retrieval, SQL, Redaction, and Tool Calls

Standardize analytics agent observability with OpenTelemetry spans for policy, retrieval, SQL, verification, redaction, tools, capturing proof without sensitive payloads

February 18, 2026

by Anusha Kovi

CORE

· 2,122 Views · 1 Like

Mastering the Gemini 3 API: Architecting Next-Gen Multimodal AI Applications

Explore Google Gemini 3 API’s architecture, native multimodality, and agentic workflows with a hands-on guide to building a production-ready multimodal AI.

February 18, 2026

by Jubin Abhishek Soni

CORE

· 1,807 Views · 1 Like

10 Go Best Practices Every Backend Developer Should Know

This article covers battle-tested Go best practices covering tooling, code organization, error handling for cleaner, production-ready code.

February 18, 2026

by Akshay Pratinav

· 2,252 Views · 1 Like

From On-Call to On-Guard: Hardening Incident Response Against Security-Driven Outages

Security incidents now cause outages. This article shows why SRE and security must share command, tooling, and automation to reduce response time.

February 18, 2026

by Oreoluwa Omoike

· 1,378 Views

How to Build Permission-Aware Retrieval That Doesn't Leak Across Teams

Permission-aware retrieval ensures that the assistant uses only allowed information. A context graph enforces access control to prevent cross-team leakage.

February 18, 2026

by Anusha Kovi

CORE

· 1,432 Views · 1 Like

Testing Legacy JSP Code

In this article, learn how to test JSP with the least effort while getting the most out of the automated tests, and keep focus on what matters.

February 18, 2026

by Zoltán Csorba

· 1,849 Views

Why “At-Least-Once” Is a Lie: Lessons from Java Event Systems at Global Scale

At-least-once delivery keeps data flowing, but retries can duplicate effects, corrupting timelines. Reliability comes from replay-safe consumers and controlled effects.

February 18, 2026

by Krishna Kandi

· 3,253 Views · 2 Likes

Functional Scaffolding for LLM Solutions

Break down LLM-agent workflows into mini-checkpoints with validation and oversight — so you don’t rely on opaque model internals alone.

February 18, 2026

by ganesh s

· 1,462 Views

When Kubernetes Forgets: The 90-Second Evidence Gap

Kubernetes heals too fast, losing diagnostic context. Engineers reconstruct incidents manually. Time-bounded queries, correlation, and intent tracking preserve evidence.

February 18, 2026

by Shamsher Khan

CORE

· 2,455 Views · 2 Likes

Diffs Are Dead: Why You Need Scalable Previews

Coding agents are rendering manual code review obsolete. The shift to an outcome-based review model is necessary, but poses a challenge for platform teams at scale.

February 17, 2026

by Arjun Iyer

· 2,968 Views · 1 Like

Trust No Agent: How to Secure Autonomous Tools on Your Machine

Most developers run autonomous agents with zero isolation. This guide teaches you how to build defense in depth to contain the blast radius.

February 17, 2026

by Vidyasagar (Sarath Chandra) Machupalli FBCS

CORE

· 3,423 Views · 4 Likes

The Human-in-the-Loop AI: Reviving the Lost Art of Procedure Manuals

In the rush to automate everything, we forgot the most important API: the human operator. Here is an architectural pattern using Gen AI to fix broken documentation.

February 17, 2026

by Dippu Kumar Singh

· 2,021 Views · 1 Like

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