The Latest and Popular SDLC Topics

Why “End-to-End” AI Will Always Need Deterministic Guardrails

End-to-end AI is probabilistic and prone to hallucinating unsafe physical actions. True safety requires wrapping these models in deterministic guardrails.

March 5, 2026

by Nishant Bhanot

· 1,538 Views · 2 Likes

From Rational Agents to LLM Agents

Learn how AI agents act rationally with AIMA’s theory and AIA’s practical architecture, balancing autonomy, feedback, and reliable decision-making.

March 5, 2026

by Trần Ngọc Minh

· 971 Views · 1 Like

Clean Code in the Age of Copilot: Why Semantics Matter More Than Ever

Your codebase is essentially a prompt: messy abstractions and "God Classes" pollute the context window, causing AI models to hallucinate or generate bugs.

March 5, 2026

by Nikita Kothari

· 1,806 Views · 3 Likes

Token-Efficient APIs for the Agentic Era

TOON and TRON reduce token consumption by removing JSON's repetitive keys and delimiters, with TOON for tabular data and TRON for schema-stable agent flows.

March 4, 2026

by Vineet Bhatkoti

· 2,239 Views · 1 Like

Building a Java 17-Compatible TLD Generator for Legacy JSP Tag Libraries

Solving broken TLD generation in Java upgrades: an annotation-based, build-time approach that keeps JSP tags working and compatible with Java 17.

March 4, 2026

by Sravan Reddy Kathi

· 2,157 Views · 1 Like

Building an Accessibility-First AI Assistant With IBM Granite and RAG

Learn how to build a disability-aware AI assistant using IBM Granite LLM and retrieval-augmented generation with FastAPI backend and adaptive response generation.

March 4, 2026

by Lohitaksha Patary

· 1,947 Views

Prompt Engineering Is Dead. Long Live DSPy.

Manual prompt engineering is dead; it is brittle, unscalable, and reliant on "magic strings." DSPy replaces this by treating prompts as optimizable parameters.

March 4, 2026

by Nikita Kothari

· 3,882 Views

Infrastructure as Code Is Not Enough

Learn about why Infrastructure as Code alone can't ensure reliability and how intent, policy, and feedback loops create self-correcting, resilient systems.

March 4, 2026

by Venkatesan Thirumalai

· 2,693 Views

Implementing Decentralized Data Architecture on Google BigQuery: From Data Mesh to AI Excellence

Traditional centralized data lakes don’t scale for AI. A Data Mesh not only decentralizes data ownership by domain but also enforces federated governance.

March 3, 2026

by Jubin Abhishek Soni

CORE

· 2,715 Views · 1 Like

How Power Automate Helps Analysts Send Alert Emails Faster and How AI Builder Takes It to the Next Level

Power Automate automates data-driven alert emails, eliminating manual dashboard checks. With AI Builder, alerts become intelligent and provides proactive decision-making.

March 3, 2026

by Harsh Patel

· 2,400 Views

Comparing Top 3 Java Reporting Tools

Reporting and document generation are essential for applications in business. Here’s a compact, hands-on overview of three reputable tools for Java.

March 3, 2026

by Sergei Iudaev

· 2,563 Views · 5 Likes

AWS Step Functions + AI: Smarter Orchestration in Modern Applications

Learn to combine AWS Step Functions with Generative AI for scalable orchestration, featuring architecture patterns and code examples

March 2, 2026

by Jubin Abhishek Soni

CORE

· 1,638 Views

Idempotency in AI Tools: The Most Expensive Thing Teams Forget

An analysis of how retries cause duplicate inference in AI tools and how idempotency keeps production systems predictable and cost-controlled.

March 2, 2026

by Aditya Gupta

· 1,932 Views · 1 Like

5 Security Considerations for Deploying AI on Edge Devices

When securing AI on edge devices, consider data protection in transit and at rest, secure OTA updates, identity and access management, and more.

March 2, 2026

by Zac Amos

· 1,409 Views

Agentic AI: An Architecture Blueprint for Intelligent Clients

Agentic AI turns Android apps into intelligent clients that understand user goals, plan multi-step tasks, and call tools safely.

March 2, 2026

by Mohan Sankaran

· 1,165 Views · 2 Likes

Code Rewriting With AI and TDD

Exploring the use of TDD and AI to rewrite projects with architectural debt, and how TDD in these cases can be a guardrail against hallucinations.

March 2, 2026

by Baubak Gandomi

· 2,126 Views

Mastering the AWS Well-Architected AI Stack: A Deep Dive into ML, GenAI, and Sustainability Lenses

Use AWS’s ML, GenAI, and Sustainability lenses together to build AI systems that are production-ready, governed, cost-efficient, and energy-efficient.

February 27, 2026

by Jubin Abhishek Soni

CORE

· 1,701 Views · 1 Like

Rethinking Java Web UIs With Jakarta Faces and Quarkus

Do enterprise-grade Java applications really need heavy JavaScript libraries? This is the question to which we'll be trying to answer here.

February 27, 2026

by Nicolas Duminil

CORE

· 2,671 Views · 10 Likes

End-to-End Automation Using Microsoft Playwright CLI

Learn how Microsoft Playwright CLI enables token-efficient, scalable browser automation for AI coding agents, improving performance and reducing costs.

February 27, 2026

by Kailash Pathak

CORE

· 2,641 Views

Unified Intelligence: Mastering the Azure Databricks and Azure Machine Learning Integration

Bridge the gap between Big Data and production ML. Learn to integrate Azure Databricks with Azure Machine Learning for a seamless, scalable end-to-end MLOps workflow.

February 27, 2026

by Jubin Abhishek Soni

CORE

· 1,268 Views

The Latest Popular Topics